【NLP】 2019-2020 BERT 相关论文整理

发表于 2020-12-09 更新于 2020-12-18 分类于 AC论文 ， NLP 212k 5:54

目录

1. K-BERT: Enabling Language Representation with Knowledge Graph, AAAI 2020 [PDF] 摘要

2. Inducing Relational Knowledge from BERT, AAAI 2020 [PDF] 摘要

3. Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment, AAAI 2020 [PDF] 摘要

4. SensEmBERT: Context-Enhanced Sense Embeddings for Multilingual Word Sense Disambiguation, AAAI 2020 [PDF] 摘要

5. Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT, AAAI 2020 [PDF] 摘要

6. Towards Making the Most of BERT in Neural Machine Translation, AAAI 2020 [PDF] 摘要

7. Semantics-Aware BERT for Language Understanding, AAAI 2020 [PDF] 摘要

8. Draining the Water Hole: Mitigating Social Engineering Attacks with CyberTWEAK, AAAI 2020 [PDF] 摘要

9. Leveraging BERT with Mixup for Sentence Classification, AAAI 2020 [PDF] 摘要

10. Towards Minimal Supervision BERT-Based Grammar Error Correction, AAAI 2020 [PDF] 摘要

11. Distill BERT to Traditional Models in Chinese Machine Reading Comprehension, AAAI 2020 [PDF] 摘要

12. Unsupervised FAQ Retrieval with Question Generation and BERT, ACL 2020 [PDF] 摘要

13. Spelling Error Correction with Soft-Masked BERT, ACL 2020 [PDF] 摘要

14. ExpBERT: Representation Engineering with Natural Language Explanations, ACL 2020 [PDF] 摘要

15. GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples, ACL 2020 [PDF] 摘要

16. MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices, ACL 2020 [PDF] 摘要

17. DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference, ACL 2020 [PDF] 摘要

18. schuBERT: Optimizing Elements of BERT, ACL 2020 [PDF] 摘要

19. SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics, ACL 2020 [PDF] 摘要

20. BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance, ACL 2020 [PDF] 摘要

21. CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple Languages, ACL 2020 [PDF] 摘要

22. Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis, ACL 2020 [PDF] 摘要

23. Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT, ACL 2020 [PDF] 摘要

24. SenseBERT: Driving Some Sense into BERT, ACL 2020 [PDF] 摘要

25. How does BERT’s attention change when you fine-tune? An analysis methodology and a case study in negation scope, ACL 2020 [PDF] 摘要

26. What Does BERT with Vision Look At?, ACL 2020 [PDF] 摘要

27. ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT, ACL 2020 [PDF] 摘要

28. Finding Universal Grammatical Relations in Multilingual BERT, ACL 2020 [PDF] 摘要

29. FastBERT: a Self-distilling BERT with Adaptive Inference Time, ACL 2020 [PDF] 摘要

30. tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection, ACL 2020 [PDF] 摘要

31. CamemBERT: a Tasty French Language Model, ACL 2020 [PDF] 摘要

32. Understanding Advertisements with BERT, ACL 2020 [PDF] 摘要

33. Distilling Knowledge Learned in BERT for Text Generation, ACL 2020 [PDF] 摘要

34. TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data, ACL 2020 [PDF] 摘要

35. exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformer Models, ACL 2020 [PDF] 摘要

36. Should You Fine-Tune BERT for Automated Essay Scoring?, ACL 2020 [PDF] 摘要

37. A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction, ACL 2020 [PDF] 摘要

38. An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining, ACL 2020 [PDF] 摘要

39. Item-based Collaborative Filtering with BERT, ACL 2020 [PDF] 摘要

40. Developing a How-to Tip Machine Comprehension Dataset and its Evaluation in Machine Comprehension by BERT, ACL 2020 [PDF] 摘要

41. Sarcasm Detection in Tweets with BERT and GloVe Embeddings, ACL 2020 [PDF] 摘要

42. Sarcasm Identification and Detection in Conversion Context using BERT, ACL 2020 [PDF] 摘要

43. Context-Aware Sarcasm Detection Using BERT, ACL 2020 [PDF] 摘要

44. A Novel Hierarchical BERT Architecture for Sarcasm Detection, ACL 2020 [PDF] 摘要

45. ALBERT-BiLSTM for Sequential Metaphor Detection, ACL 2020 [PDF] 摘要

46. RobertNLP at the IWPT 2020 Shared Task: Surprisingly Simple Enhanced UD Parsing for English, ACL 2020 [PDF] 摘要

47. CopyBERT: A Unified Approach to Question Generation with Self-Attention, ACL 2020 [PDF] 摘要

48. Information Retrieval and Extraction on COVID-19 Clinical Articles Using Graph Community Detection and Bio-BERT Embeddings, ACL 2020 [PDF] 摘要

49. Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT, ACL 2020 [PDF] 摘要

50. Are All Languages Created Equal in Multilingual BERT?, ACL 2020 [PDF] 摘要

51. Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning, ACL 2020 [PDF] 摘要

52. What’s in a Name? Are BERT Named Entity Representations just as Good for any other Name?, ACL 2020 [PDF] 摘要

53. BERT-ATTACK: Adversarial Attack Against BERT Using BERT, EMNLP 2020 [PDF] 摘要

54. CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT, EMNLP 2020 [PDF] 摘要

55. VD-BERT: A Unified Vision and Dialog Transformer with BERT, EMNLP 2020 [PDF] 摘要

56. Active Learning for BERT: An Empirical Study, EMNLP 2020 [PDF] 摘要

57. BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover’s Distance, EMNLP 2020 [PDF] 摘要

58. BERT-enhanced Relational Sentence Ordering Network, EMNLP 2020 [PDF] 摘要

59. TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue, EMNLP 2020 [PDF] 摘要

60. Identifying Elements Essential for BERT’s Multilinguality, EMNLP 2020 [PDF] 摘要

61. A Supervised Word Alignment Method Based on Cross-Language Span Prediction Using Multilingual BERT, EMNLP 2020 [PDF] 摘要

62. BERT-of-Theseus: Compressing BERT by Progressive Module Replacing, EMNLP 2020 [PDF] 摘要

63. Character-level Representations Still Improve Semantic Parsing in the Age of BERT, EMNLP 2020 [PDF] 摘要

64. Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA, EMNLP 2020 [PDF] 摘要

65. BERT Knows Punta Cana Is Not Just Beautiful, It’s Gorgeous: Ranking Scalar Adjectives with Contextualised Representations, EMNLP 2020 [PDF] 摘要

66. When BERT Plays the Lottery, All Tickets Are Winning, EMNLP 2020 [PDF] 摘要

67. DagoBERT: Generating Derivational Morphology with a Pretrained Language Model, EMNLP 2020 [PDF] 摘要

68. Which *BERT? A Survey Organizing Contextualized Encoders, EMNLP 2020 [PDF] 摘要

69. TernaryBERT: Distillation-aware Ultra-low Bit BERT, EMNLP 2020 [PDF] 摘要

70. Entity Enhanced BERT Pre-training for Chinese NER, EMNLP 2020 [PDF] 摘要

71. Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition, EMNLP 2020 [PDF] 摘要

72. HABERTOR: An Efficient and Effective Deep Hatespeech Detector, EMNLP 2020 [PDF] 摘要

73. On the Sentence Embeddings from BERT for Semantic Textual Similarity, EMNLP 2020 [PDF] 摘要

74. Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization, EMNLP 2020 [PDF] 摘要

75. BAE: BERT-based Adversarial Examples for Text Classification, EMNLP 2020 [PDF] 摘要

76. PatchBERT: Just-in-Time, Out-of-Vocabulary Patching, EMNLP 2020 [PDF] 摘要

77. Pretrained Language Model Embryology: The Birth of ALBERT, EMNLP 2020 [PDF] 摘要

78. To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging, EMNLP 2020 [PDF] 摘要

79. Ad-hoc Document Retrieval Using Weak-Supervision with BERT and GPT2, EMNLP 2020 [PDF] 摘要

80. Towards Interpreting BERT for Reading Comprehension Based QA, EMNLP 2020 [PDF] 摘要

81. Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences, EMNLP 2020 [PDF] 摘要

82. ConceptBert: Concept-Aware Representation for Visual Question Answering, EMNLP 2020 [PDF] 摘要

83. E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT, EMNLP 2020 [PDF] 摘要

84. Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study, EMNLP 2020 [PDF] 摘要

85. PhoBERT: Pre-trained language models for Vietnamese, EMNLP 2020 [PDF] 摘要

86. Multiˆ2OIE: Multilingual Open Information Extraction based on Multi-Head Attention with BERT, EMNLP 2020 [PDF] 摘要

87. Parsing with Multilingual BERT, a Small Treebank, and a Small Corpus, EMNLP 2020 [PDF] 摘要

88. exBERT: Extending Pre-trained Models with Domain-specific Vocabulary Under Constrained Training Resources, EMNLP 2020 [PDF] 摘要

89. CodeBERT: A Pre-Trained Model for Programming and Natural Languages, EMNLP 2020 [PDF] 摘要

90. Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media, EMNLP 2020 [PDF] 摘要

91. TopicBERT for Energy Efficient Document Classification, EMNLP 2020 [PDF] 摘要

92. Optimizing BERT for Unlabeled Text-Based Items Similarity, EMNLP 2020 [PDF] 摘要

93. DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis, EMNLP 2020 [PDF] 摘要

94. Extending Multilingual BERT to Low-Resource Languages, EMNLP 2020 [PDF] 摘要

95. Universal Dependencies according to BERT: both more specific and more general, EMNLP 2020 [PDF] 摘要

96. LEGAL-BERT: “Preparing the Muppets for Court’”, EMNLP 2020 [PDF] 摘要

97. RobBERT: a Dutch RoBERTa-based Language Model, EMNLP 2020 [PDF] 摘要

98. BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA, EMNLP 2020 [PDF] 摘要

99. TinyBERT: Distilling BERT for Natural Language Understanding, EMNLP 2020 [PDF] 摘要

100. The birth of Romanian BERT, EMNLP 2020 [PDF] 摘要

101. BERT for Monolingual and Cross-Lingual Reverse Dictionary, EMNLP 2020 [PDF] 摘要

102. What’s so special about BERT’s layers? A closer look at the NLP pipeline in monolingual and multilingual models, EMNLP 2020 [PDF] 摘要

103. A BERT-based Distractor Generation Scheme with Multi-tasking and Negative Answer Training Strategies, EMNLP 2020 [PDF] 摘要

104. LIMIT-BERT : Linguistics Informed Multi-Task BERT, EMNLP 2020 [PDF] 摘要

105. Exploring BERT’s sensitivity to lexical cues using tests from semantic priming, EMNLP 2020 [PDF] 摘要

106. MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering, EMNLP 2020 [PDF] 摘要

107. BERT-QE: Contextualized Query Expansion for Document Re-ranking, EMNLP 2020 [PDF] 摘要

108. Large Batch Optimization for Deep Learning: Training BERT in 76 minutes, ICLR 2020 [PDF] 摘要

109. VL-BERT: Pre-training of Generic Visual-Linguistic Representations, ICLR 2020 [PDF] 摘要

110. Thieves on Sesame Street! Model Extraction of BERT-based APIs, ICLR 2020 [PDF] 摘要

111. BERTScore: Evaluating Text Generation with BERT, ICLR 2020 [PDF] 摘要

112. Cross-Lingual Ability of Multilingual BERT: An Empirical Study, ICLR 2020 [PDF] 摘要

113. Incorporating BERT into Neural Machine Translation, ICLR 2020 [PDF] 摘要

114. StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding, ICLR 2020 [PDF] 摘要

115. ALBERT: A Lite BERT for Self-supervised Learning of Language Representations, ICLR 2020 [PDF] 摘要

116. EViLBERT: Learning Task-Agnostic Multimodal Sense Embeddings, IJCAI 2020 [PDF] 摘要

117. AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search, IJCAI 2020 [PDF] 摘要

118. BERT-INT: A BERT-based Interaction Model For Knowledge Graph Alignment, IJCAI 2020 [PDF] 摘要

119. BERT-PLI: Modeling Paragraph-Level Interactions for Legal Case Retrieval, IJCAI 2020 [PDF] 摘要

120. FinBERT: A Pre-trained Financial Language Representation Model for Financial Text Mining, IJCAI 2020 [PDF] 摘要

121. What BERT Is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language Models, TACL 2020 [PDF] 摘要

122. SpanBERT: Improving Pre-training by Representing and Predicting Spans, TACL 2020 [PDF] 摘要

123. BERT-based Lexical Substitution, ACL 2019 [PDF] 摘要

124. What Does BERT Learn about the Structure of Language?, ACL 2019 [PDF] 摘要

125. BERT Rediscovers the Classical NLP Pipeline, ACL 2019 [PDF] 摘要

126. How Multilingual is Multilingual BERT?, ACL 2019 [PDF] 摘要

127. HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization, ACL 2019 [PDF] 摘要

128. KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue, ACL 2019 [PDF] 摘要

129. Neural Network to Identify Personal Health Experience Mention in Tweets Using BioBERT Embeddings, ACL 2019 [PDF] 摘要

130. BERT Masked Language Modeling for Co-reference Resolution, ACL 2019 [PDF] 摘要

131. Transfer Learning from Pre-trained BERT for Pronoun Resolution, ACL 2019 [PDF] 摘要

132. MSnet: A BERT-based Network for Gendered Pronoun Resolution, ACL 2019 [PDF] 摘要

133. Fill the GAP: Exploiting BERT for Pronoun Resolution, ACL 2019 [PDF] 摘要

134. Resolving Gendered Ambiguous Pronouns with BERT, ACL 2019 [PDF] 摘要

135. Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge, ACL 2019 [PDF] 摘要

136. Gendered Pronoun Resolution using BERT and an Extractive Question Answering Formulation, ACL 2019 [PDF] 摘要

137. A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension, ACL 2019 [PDF] 摘要

138. Cross-Lingual Lemmatization and Morphology Tagging with Two-Stage Multilingual BERT Fine-Tuning, ACL 2019 [PDF] 摘要

139. TMU Transformer System Using BERT for Re-ranking at BEA 2019 Grammatical Error Correction on Restricted Track, ACL 2019 [PDF] 摘要

140. Multi-headed Architecture Based on BERT for Grammatical Errors Correction, ACL 2019 [PDF] 摘要

141. No Army, No Navy: BERT Semi-Supervised Learning of Arabic Dialects, ACL 2019 [PDF] 摘要

142. Open Sesame: Getting inside BERT’s Linguistic Knowledge, ACL 2019 [PDF] 摘要

143. What Does BERT Look at? An Analysis of BERT’s Attention, ACL 2019 [PDF] 摘要

144. Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets, ACL 2019 [PDF] 摘要

145. IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier, ACL 2019 [PDF] 摘要

146. Saama Research at MEDIQA 2019: Pre-trained BioBERT with Attention Visualisation for Medical Natural Language Inference, ACL 2019 [PDF] 摘要

147. NCUEE at MEDIQA 2019: Medical Text Inference Using Ensemble BERT-BiLSTM-Attention Model, ACL 2019 [PDF] 摘要

148. QE BERT: Bilingual BERT Using Multi-task Learning for Neural Quality Estimation, ACL 2019 [PDF] 摘要

149. Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing, ACL 2019 [PDF] 摘要

150. How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings, EMNLP 2019 [PDF] 摘要

151. Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT, EMNLP 2019 [PDF] 摘要

152. Investigating BERT’s Knowledge of Language: Five Analysis Methods with NPIs, EMNLP 2019 [PDF] 摘要

153. GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge, EMNLP 2019 [PDF] 摘要

154. Fine-tune BERT with Sparse Self-Attention Mechanism, EMNLP 2019 [PDF] 摘要

155. SciBERT: A Pretrained Language Model for Scientific Text, EMNLP 2019 [PDF] 摘要

156. Small and Practical BERT Models for Sequence Labeling, EMNLP 2019 [PDF] 摘要

157. Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks, EMNLP 2019 [PDF] 摘要

158. Visualizing and Understanding the Effectiveness of BERT, EMNLP 2019 [PDF] 摘要

159. Patient Knowledge Distillation for BERT Model Compression, EMNLP 2019 [PDF] 摘要

160. Revealing the Dark Secrets of BERT, EMNLP 2019 [PDF] 摘要

161. Transfer Fine-Tuning: A BERT Case Study, EMNLP 2019 [PDF] 摘要

162. Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing, EMNLP 2019 [PDF] 摘要

163. BERT for Coreference Resolution: Baselines and Analysis, EMNLP 2019 [PDF] 摘要

164. Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering, EMNLP 2019 [PDF] 摘要

165. Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension, EMNLP 2019 [PDF] 摘要

166. SUM-QE: a BERT-based Summary Quality Estimation Model, EMNLP 2019 [PDF] 摘要

167. Pre-Training BERT on Domain Resources for Short Answer Grading, EMNLP 2019 [PDF] 摘要

168. Evaluating BERT for natural language inference: A case study on the CommitmentBank, EMNLP 2019 [PDF] 摘要

169. Applying BERT to Document Retrieval with Birch, EMNLP 2019 [PDF] 摘要

170. CAUnLP at NLP4IF 2019 Shared Task: Context-Dependent BERT for Sentence-Level Propaganda Detection, EMNLP 2019 [PDF] 摘要

171. Fine-Grained Propaganda Detection with Fine-Tuned BERT, EMNLP 2019 [PDF] 摘要

172. Divisive Language and Propaganda Detection using Multi-head Attention Transformers with Deep Learning BERT-based Language Models for Binary Classification, EMNLP 2019 [PDF] 摘要

173. Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data, EMNLP 2019 [PDF] 摘要

174. Understanding BERT performance in propaganda analysis, EMNLP 2019 [PDF] 摘要

175. Sentence-Level Propaganda Detection in News Articles with Transfer Learning and BERT-BiLSTM-Capsule Model, EMNLP 2019 [PDF] 摘要

176. Exploiting BERT for End-to-End Aspect-based Sentiment Analysis, EMNLP 2019 [PDF] 摘要

177. Enhancing BERT for Lexical Normalization, EMNLP 2019 [PDF] 摘要

178. Recycling a Pre-trained BERT Encoder for Neural Machine Translation, EMNLP 2019 [PDF] 摘要

179. On the use of BERT for Neural Machine Translation, EMNLP 2019 [PDF] 摘要

180. Biomedical Named Entity Recognition with Multilingual BERT, EMNLP 2019 [PDF] 摘要

181. Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning, EMNLP 2019 [PDF] 摘要

182. Transfer Learning in Biomedical Named Entity Recognition: An Evaluation of BERT in the PharmaCoNER task, EMNLP 2019 [PDF] 摘要

183. Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering, EMNLP 2019 [PDF] 摘要

184. A Recurrent BERT-based Model for Question Generation, EMNLP 2019 [PDF] 摘要

185. Question Answering Using Hierarchical Attention on Top of BERT Features, EMNLP 2019 [PDF] 摘要

186. BLCU-NLP at COIN-Shared Task1: Stagewise Fine-tuning BERT for Commonsense Inference in Everyday Narrations, EMNLP 2019 [PDF] 摘要

187. BERT is Not an Interlingua and the Bias of Tokenization, EMNLP 2019 [PDF] 摘要

188. Domain Adaptation with BERT-based Domain Classification and Data Selection, EMNLP 2019 [PDF] 摘要

189. Efficient Training of BERT by Progressively Stacking, ICML 2019 [PDF] 摘要

190. BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning, ICML 2019 [PDF] 摘要

191. Story Ending Prediction by Transferable BERT, IJCAI 2019 [PDF] 摘要

192. Adapting BERT for Target-Oriented Multimodal Sentiment Classification, IJCAI 2019 [PDF] 摘要

193. Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence, NAACL 2019 [PDF] 摘要

194. BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis, NAACL 2019 [PDF] 摘要

195. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding, NAACL 2019 [PDF] 摘要

196. End-to-End Open-Domain Question Answering with BERTserini, NAACL 2019 [PDF] 摘要

197. Improving Cuneiform Language Identification with BERT, NAACL 2019 [PDF] 摘要

198. A BERT-based Universal Model for Both Within- and Cross-sentence Clinical Temporal Relation Extraction, NAACL 2019 [PDF] 摘要

199. Publicly Available Clinical BERT Embeddings, NAACL 2019 [PDF] 摘要

200. BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model, NAACL 2019 [PDF] 摘要

201. Suicide Risk Assessment with Multi-level Dual-Context Language and BERT, NAACL 2019 [PDF] 摘要

202. ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks, NeurIPS 2019 [PDF] 摘要

203. Visualizing and Measuring the Geometry of BERT, NeurIPS 2019 [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-12-09

发表于 2020-12-09 分类于 arxiv ， CV 102k 2:51

目录

1. Semantic Image Synthesis via Efficient Class-Adaptive Normalization [PDF] 摘要

2. The Lottery Ticket Hypothesis for Object Recognition [PDF] 摘要

3. Vid2CAD: CAD Model Alignment using Multi-View Constraints from Videos [PDF] 摘要

4. TAP: Text-Aware Pre-training for Text-VQA and Text-Caption [PDF] 摘要

5. Accurate 3D Object Detection using Energy-Based Models [PDF] 摘要

6. CASTing Your Model: Learning to Localize Improves Self-Supervised Representations [PDF] 摘要

7. MERANet: Facial Micro-Expression Recognition using 3D Residual Attention Network [PDF] 摘要

8. Bayesian Image Reconstruction using Deep Generative Models [PDF] 摘要

9. CoShaRP: A Convex Program for Single-shot Tomographic Shape Sensing [PDF] 摘要

10. Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting [PDF] 摘要

11. Digital Gimbal: End-to-end Deep Image Stabilization with Learnable Exposure Times [PDF] 摘要

12. Human Motion Tracking by Registering an Articulated Surface to 3-D Points and Normals [PDF] 摘要

13. SSCNav: Confidence-Aware Semantic Scene Completion for Visual Semantic Navigation [PDF] 摘要

14. Rotation-Invariant Autoencoders for Signals on Spheres [PDF] 摘要

15. Multi-Objective Interpolation Training for Robustness to Label Noise [PDF] 摘要

16. SPU-Net: Self-Supervised Point Cloud Upsampling by Coarse-to-Fine Reconstruction with Self-Projection Optimization [PDF] 摘要

17. Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence [PDF] 摘要

18. Using Feature Alignment can Improve Clean Average Precision and Adversarial Robustness in Object Detection [PDF] 摘要

19. 3DIoUMatch: Leveraging IoU Prediction for Semi-Supervised 3D Object Detection [PDF] 摘要

20. MANGO: A Mask Attention Guided One-Stage Scene Text Spotter [PDF] 摘要

21. StacMR: Scene-Text Aware Cross-Modal Retrieval [PDF] 摘要

22. Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning [PDF] 摘要

23. Perceptual Robust Hashing for Color Images with Canonical Correlation Analysis [PDF] 摘要

24. Context-Aware Graph Convolution Network for Target Re-identification [PDF] 摘要

25. Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering [PDF] 摘要

26. UnrealPerson: An Adaptive Pipeline towards Costless Person Re-identification [PDF] 摘要

27. Learning to Generate Content-Aware Dynamic Detectors [PDF] 摘要

28. Active Visual Localization in Partially Calibrated Environments [PDF] 摘要

29. Overcomplete Representations Against Adversarial Videos [PDF] 摘要

30. Data Instance Prior for Transfer Learning in GANs [PDF] 摘要

31. Variational Interaction Information Maximization for Cross-domain Disentanglement [PDF] 摘要

32. Texture Transform Attention for Realistic Image Inpainting [PDF] 摘要

33. KNN-enhanced Deep Learning Against Noisy Labels [PDF] 摘要

34. Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery [PDF] 摘要

35. Cost Sensitive Optimization of Deepfake Detector [PDF] 摘要

36. VAE-Info-cGAN: Generating Synthetic Images by Combining Pixel-level and Feature-level Geospatial Conditional Inputs [PDF] 摘要

37. Multi-modal Visual Tracking: Review and Experimental Comparison [PDF] 摘要

38. Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation [PDF] 摘要

39. Learning Independent Instance Maps for Crowd Localization [PDF] 摘要

40. Learning Portrait Style Representations [PDF] 摘要

41. Dynamic Anchor Learning for Arbitrary-Oriented Object Detection [PDF] 摘要

42. Performance Analysis of Keypoint Detectors and Binary Descriptors Under Varying Degrees of Photometric and Geometric Transformations [PDF] 摘要

43. Parameter Efficient Multimodal Transformers for Video Representation Learning [PDF] 摘要

44. SuperFront: From Low-resolution to High-resolution Frontal Face Synthesis [PDF] 摘要

45. Deformable Gabor Feature Networks for Biomedical Image Classification [PDF] 摘要

46. A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation [PDF] 摘要

47. Semantic and Geometric Modeling with Neural Message Passing in 3D Scene Graphs for Hierarchical Mechanical Search [PDF] 摘要

48. Rotation-Invariant Point Convolution With Multiple Equivariant Alignments [PDF] 摘要

49. Generating unseen complex scenes: are we there yet? [PDF] 摘要

50. Learning an Animatable Detailed 3D Face Model from In-The-Wild Images [PDF] 摘要

51. GenScan: A Generative Method for Populating Parametric 3D Scan Datasets [PDF] 摘要

52. Shape From Tracing: Towards Reconstructing 3D Object Geometry and SVBRDF Material from Images via Differentiable Path Tracing [PDF] 摘要

53. Globetrotter: Unsupervised Multilingual Translation from Visual Alignment [PDF] 摘要

54. Generalized iterated-sums signatures [PDF] 摘要

55. Hierarchical Residual Attention Network for Single Image Super-Resolution [PDF] 摘要

56. GMM-Based Generative Adversarial Encoder Learning [PDF] 摘要

57. Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization [PDF] 摘要

58. Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval [PDF] 摘要

59. Planet cartography with neural learned regularization [PDF] 摘要

60. Reinforcement Based Learning on Classification Task Could Yield Better Generalization and Adversarial Accuracy [PDF] 摘要

61. Two-Phase Learning for Overcoming Noisy Labels [PDF] 摘要

62. Interpretable deep learning regression for breast density estimation on MRI [PDF] 摘要

63. CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions [PDF] 摘要

64. Raw Image Deblurring [PDF] 摘要

65. A Unifying Framework for Formal Theories of Novelty:Framework, Examples and Discussion [PDF] 摘要

66. Efficient Estimation of Influence of a Training Instance [PDF] 摘要

67. A Number Sense as an Emergent Property of the Manipulating Brain [PDF] 摘要

68. CEL-Net: Continuous Exposure for Extreme Low-Light Imaging [PDF] 摘要

69. Process of image super-resolution [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-12-08

发表于 2020-12-09 分类于 arxiv ， CV 221k 6:08

目录

1. Identity-Driven DeepFake Detection [PDF] 摘要

2. NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis [PDF] 摘要

3. NeRD: Neural Reflectance Decomposition from Image Collections [PDF] 摘要

4. MultiON: Benchmarking Semantic Map Memory using Multi-Object Navigation [PDF] 摘要

5. Learning Video Instance Segmentation with Recurrent Graph Neural Networks [PDF] 摘要

6. Model Compression Using Optimal Transport [PDF] 摘要

7. IHashNet: Iris Hashing Network based on efficient multi-index hashing [PDF] 摘要

8. Traffic flow prediction using Deep Sedenion Networks [PDF] 摘要

9. End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network [PDF] 摘要

10. Correct block-design experiments mitigate temporal correlation bias in EEG classification [PDF] 摘要

11. Sparse Fooling Images: Fooling Machine Perception through Unrecognizable Images [PDF] 摘要

12. CycleQSM: Unsupervised QSM Deep Learning using Physics-Informed CycleGAN [PDF] 摘要

13. Self-supervised asymmetric deep hashing with margin-scalable constraint for image retrieval [PDF] 摘要

14. Pose-Guided Human Animation from a Single Image in the Wild [PDF] 摘要

15. Matching Distributions via Optimal Transport for Semi-Supervised Learning [PDF] 摘要

16. Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion [PDF] 摘要

17. Unsupervised Pre-training for Person Re-identification [PDF] 摘要

18. Combining Deep Transfer Learning with Signal-image Encoding for Multi-Modal Mental Wellbeing Classification [PDF] 摘要

19. An Enriched Automated PV Registry: Combining Image Recognition and 3D Building Data [PDF] 摘要

20. A New Framework for Registration of Semantic Point Clouds from Stereo and RGB-D Cameras [PDF] 摘要

21. Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition [PDF] 摘要

22. Roof fall hazard detection with convolutional neural networks using transfer learning [PDF] 摘要

23. UNOC: Understanding Occlusion for Embodied Presence in Virtual Reality [PDF] 摘要

24. Generating Natural Questions from Images for Multimodal Assistants [PDF] 摘要

25. G-RCN: Optimizing the Gap between Classification and Localization Tasks for Object Detection [PDF] 摘要

26. w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution [PDF] 摘要

27. Confidence-aware Non-repetitive Multimodal Transformers for TextCaps [PDF] 摘要

28. Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation [PDF] 摘要

29. PSCNet: Pyramidal Scale and Global Context Guided Network for Crowd Counting [PDF] 摘要

30. Learned Block Iterative Shrinkage Thresholding Algorithm for Photothermal Super Resolution Imaging [PDF] 摘要

31. End-to-End Object Detection with Fully Convolutional Network [PDF] 摘要

32. Fine-Grained Dynamic Head for Object Detection [PDF] 摘要

33. A Singular Value Perspective on Model Robustness [PDF] 摘要

34. Fine-grained Angular Contrastive Learning with Coarse Labels [PDF] 摘要

35. Rethinking Learnable Tree Filter for Generic Feature Transform [PDF] 摘要

36. Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules [PDF] 摘要

37. Attention-based Saliency Hashing for Ophthalmic Image Retrieval [PDF] 摘要

38. PFA-GAN: Progressive Face Aging with Generative Adversarial Network [PDF] 摘要

39. VideoMix: Rethinking Data Augmentation for Video Classification [PDF] 摘要

40. Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning [PDF] 摘要

41. Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation [PDF] 摘要

42. Interpreting Deep Neural Networks with Relative Sectional Propagation by Analyzing Comparative Gradients and Hostile Activations [PDF] 摘要

43. Boosting Image Super-Resolution Via Fusion of Complementary Information Captured by Multi-Modal Sensors [PDF] 摘要

44. PMP-Net: Point Cloud Completion by Learning Multi-step Point Moving Paths [PDF] 摘要

45. CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation [PDF] 摘要

46. Art Style Classification with Self-Trained Ensemble of AutoEncoding Transformations [PDF] 摘要

47. Proactive Pseudo-Intervention: Causally Informed Contrastive Learning For Interpretable Vision Models [PDF] 摘要

48. Visual Aware Hierarchy Based Food Recognition [PDF] 摘要

49. Self-Training for Class-Incremental Semantic Segmentation [PDF] 摘要

50. Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation [PDF] 摘要

51. Rethinking FUN: Frequency-Domain Utilization Networks [PDF] 摘要

52. Improving Auto-Encoders' self-supervised image classification using pseudo-labelling via data augmentation and the perceptual loss [PDF] 摘要

53. Efficient Human Pose Estimation with Depthwise Separable Convolution and Person Centroid Guided Joint Grouping [PDF] 摘要

54. TediGAN: Text-Guided Diverse Image Generation and Manipulation [PDF] 摘要

55. Pedestrian Behavior Prediction via Multitask Learning and Categorical Interaction Modeling [PDF] 摘要

56. Towards Better Object Detection in Scale Variation with Adaptive Feature Selection [PDF] 摘要

57. Cross-Layer Distillation with Semantic Calibration [PDF] 摘要

58. Spatiotemporal tomography based on scattered multiangular signals and its application for resolving evolving clouds using moving platforms [PDF] 摘要

59. Skeleon-Based Typing Style Learning For Person Identification [PDF] 摘要

60. MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose Estimation [PDF] 摘要

61. Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos [PDF] 摘要

62. DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation [PDF] 摘要

63. Online Adaptation for Consistent Mesh Reconstruction in the Wild [PDF] 摘要

64. Depth Completion using Piecewise Planar Model [PDF] 摘要

65. Computer Stereo Vision for Autonomous Driving [PDF] 摘要

66. Maximum Entropy Subspace Clustering Network [PDF] 摘要

67. Food Classification with Convolutional Neural Networks and Multi-Class Linear Discernment Analysis [PDF] 摘要

68. Any-Width Networks [PDF] 摘要

69. Automatic sampling and training method for wood-leaf classification based on tree terrestrial point cloud [PDF] 摘要

70. YieldNet: A Convolutional Neural Network for Simultaneous Corn and Soybean Yield Prediction Based on Remote Sensing Data [PDF] 摘要

71. It's All Around You: Range-Guided Cylindrical Network for 3D Object Detection [PDF] 摘要

72. LandCoverNet: A global benchmark land cover classification training dataset [PDF] 摘要

73. Spectral Distribution aware Image Generation [PDF] 摘要

74. Generating Synthetic Multispectral Satellite Imagery from Sentinel-2 [PDF] 摘要

75. Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks [PDF] 摘要

76. MyFood: A Food Segmentation and Classification System to Aid Nutritional Monitoring [PDF] 摘要

77. Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction [PDF] 摘要

78. Self-Supervised Visual Representation Learning from Hierarchical Grouping [PDF] 摘要

79. Understanding Bird's-Eye View Semantic HD-Maps Using an Onboard Monocular Camera [PDF] 摘要

80. ParaNet: Deep Regular Representation for 3D Point Clouds [PDF] 摘要

81. Depth estimation from 4D light field videos [PDF] 摘要

82. CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud [PDF] 摘要

83. ProMask: Probability Mask for Skeleton Detection [PDF] 摘要

84. Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition [PDF] 摘要

85. Spatially-Adaptive Pixelwise Networks for Fast Image Translation [PDF] 摘要

86. Multi Scale Temporal Graph Networks For Skeleton-based Action Recognition [PDF] 摘要

87. FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding [PDF] 摘要

88. Cirrus: A Long-range Bi-pattern LiDAR Dataset [PDF] 摘要

89. Multi-head Knowledge Distillation for Model Compression [PDF] 摘要

90. Cosine-Pruned Medial Axis: A new method for isometric equivariant and noise-free medial axis extraction [PDF] 摘要

91. Knowledge Distillation Thrives on Data Augmentation [PDF] 摘要

92. Driver Glance Classification In-the-wild: Towards Generalization Across Domains and Subjects [PDF] 摘要

93. Automated Calibration of Mobile Cameras for 3D Reconstruction of Mechanical Pipes [PDF] 摘要

94. Discovering Underground Maps from Fashion [PDF] 摘要

95. MPG: A Multi-ingredient Pizza Image Generator with Conditional StyleGANs [PDF] 摘要

96. Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification [PDF] 摘要

97. The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics [PDF] 摘要

98. Perspectives on Sim2Real Transfer for Robotics: A Summary of the R:SS 2020 Workshop [PDF] 摘要

99. Triplet Entropy Loss: Improving The Generalisation of Short Speech Language Identification Systems [PDF] 摘要

100. Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation [PDF] 摘要

101. Learning Tactile Models for Factor Graph-based State Estimation [PDF] 摘要

102. Multi-Decoder Networks with Multi-Denoising Inputs for Tumor Segmentation [PDF] 摘要

103. Learning normal appearance for fetal anomaly screening: Application to the unsupervised detection of Hypoplastic Left Heart Syndrome [PDF] 摘要

104. Binary Segmentation of Seismic Facies Using Encoder-Decoder Neural Networks [PDF] 摘要

105. Efficient Medical Image Segmentation with Intermediate Supervision Mechanism [PDF] 摘要

106. Impact of Power Supply Noise on Image Sensor Performance in Automotive Applications [PDF] 摘要

107. Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19 [PDF] 摘要

108. Noise2Kernel: Adaptive Self-Supervised Blind Denoising using a Dilated Convolutional Kernel Architecture [PDF] 摘要

109. Efficient Kernel based Matched Filter Approach for Segmentation of Retinal Blood Vessels [PDF] 摘要

110. Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology [PDF] 摘要

111. DIPPAS: A Deep Image Prior PRNU Anonymization Scheme [PDF] 摘要

112. Robustness Investigation on Deep Learning CT Reconstruction for Real-Time Dose Optimization [PDF] 摘要

113. Backpropagating Linearly Improves Transferability of Adversarial Examples [PDF] 摘要

114. An Approach to Intelligent Pneumonia Detection and Integration [PDF] 摘要

115. Multi-Instrumentalist Net: Unsupervised Generation of Music from Body Movements [PDF] 摘要

116. Multivariate Density Estimation with Deep Neural Mixture Models [PDF] 摘要

117. Spatio-Temporal Graph Scattering Transform [PDF] 摘要

118. An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation [PDF] 摘要

119. Global Unifying Intrinsic Calibration for Spinning and Solid-State LiDARs [PDF] 摘要

120. CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices [PDF] 摘要

121. Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data [PDF] 摘要

122. Esophageal Tumor Segmentation in CT Images using a 3D Convolutional Neural Network [PDF] 摘要

123. Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification [PDF] 摘要

124. Selective Eye-gaze Augmentation To Enhance Imitation Learning In Atari Games [PDF] 摘要

125. Development and Characterization of a Chest CT Atlas [PDF] 摘要

126. When Do Curricula Work? [PDF] 摘要

127. A Survey on Deep Learning with Noisy Labels: How to train your model when you cannot trust on the annotations? [PDF] 摘要

128. Automatic Segmentation and Location Learning of Neonatal Cerebral Ventricles in 3D Ultrasound Data Combining CNN and CPPN [PDF] 摘要

129. SpeakingFaces: A Large-Scale Multimodal Dataset of Voice Commands with Visual and Thermal Video Streams [PDF] 摘要

130. iGibson, a Simulation Environment for Interactive Tasks in Large Realistic Scenes [PDF] 摘要

131. Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment [PDF] 摘要

132. Visually Grounded Compound PCFGs [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-12-09

发表于 2020-12-09 分类于 arxiv ， CL 44k 1:14

目录

1. Globetrotter: Unsupervised Multilingual Translation from Visual Alignment [PDF] 摘要

2. Discourse Parsing of Contentious, Non-Convergent Online Discussions [PDF] 摘要

3. Distilling Knowledge from Reader to Retriever for Question Answering [PDF] 摘要

4. The Role of Interpretable Patterns in Deep Learning for Morphology [PDF] 摘要

5. Improvements and Extensions on Metaphor Detection [PDF] 摘要

6. Dartmouth CS at WNUT-2020 Task 2: Informative COVID-19 Tweet Classification Using BERT [PDF] 摘要

7. Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification [PDF] 摘要

8. Extractive Opinion Summarization in Quantized Transformer Spaces [PDF] 摘要

9. End-to-End Chinese Parsing Exploiting Lexicons [PDF] 摘要

10. Combining Machine Learning and Human Experts to Predict Match Outcomes in Football: A Baseline Model [PDF] 摘要

11. CrossNER: Evaluating Cross-Domain Named Entity Recognition [PDF] 摘要

12. From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension [PDF] 摘要

13. Facts2Story: Controlling Text Generation by Key Facts [PDF] 摘要

14. Cross-lingual Approach to Abstractive Summarization [PDF] 摘要

15. CTRLsum: Towards Generic Controllable Text Summarization [PDF] 摘要

16. Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization [PDF] 摘要

17. Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users Based on Weakly Supervised Learning [PDF] 摘要

18. A Topological Method for Comparing Document Semantics [PDF] 摘要

19. Unsupervised Label Refinement Improves Dataless Text Classification [PDF] 摘要

20. Improving Human-Labeled Data through Dynamic Automatic Conflict Resolution [PDF] 摘要

21. Using multiple ASR hypotheses to boost i18n NLU performance [PDF] 摘要

22. Frame-level SpecAugment for Deep Convolutional Neural Networks in Hybrid ASR Systems [PDF] 摘要

23. A Taxonomy of Empathetic Response Intents in Human Social Conversations [PDF] 摘要

24. Semantics Altering Modifications for Evaluating Comprehension in Machine Reading [PDF] 摘要

25. Improving Clinical Document Understanding on COVID-19 Research with Spark NLP [PDF] 摘要

26. CX DB8: A queryable extractive summarizer and semantic search engine [PDF] 摘要

27. Discovering key topics from short, real-world medical inquiries via natural language processing and unsupervised learning [PDF] 摘要

28. CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions [PDF] 摘要

29. Efficient Estimation of Influence of a Training Instance [PDF] 摘要

30. Learning to Represent Programs with Heterogeneous Graphs [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-12-08

发表于 2020-12-09 分类于 arxiv ， CL 63k 1:46

目录

1. Benchmarking Intent Detection for Task-Oriented Dialog Systems [PDF] 摘要

2. Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models [PDF] 摘要

3. The Lab vs The Crowd: An Investigation into Data Quality for Neural Dialogue Models [PDF] 摘要

4. Stylometry for Noisy Medieval Data: Evaluating Paul Meyer's Hagiographic Hypothesis [PDF] 摘要

5. What Meaning-Form Correlation Has to Compose With [PDF] 摘要

6. Using previous acoustic context to improve Text-to-Speech synthesis [PDF] 摘要

7. Reference Knowledgeable Network for Machine Reading Comprehension [PDF] 摘要

8. An Enhanced MeanSum Method For Generating Hotel Multi-Review Summarizations [PDF] 摘要

9. Topical Change Detection in Documents via Embeddings of Long Sequences [PDF] 摘要

10. PPKE: Knowledge Representation Learning by Path-based Pre-training [PDF] 摘要

11. KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning [PDF] 摘要

12. UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2 [PDF] 摘要

13. H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction [PDF] 摘要

14. Dialogue Discourse-Aware Graph Convolutional Networks for Abstractive Meeting Summarization [PDF] 摘要

15. Document Graph for Neural Machine Translation [PDF] 摘要

16. An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data [PDF] 摘要

17. From syntactic structure to semantic relationship: hypernym extraction from definitions by recurrent neural networks using the part of speech information [PDF] 摘要

18. Competition in Cross-situational Word Learning: A Computational Study [PDF] 摘要

19. A Two-Systems Perspective for Computational Thinking [PDF] 摘要

20. Modeling and Utilizing User's Internal State in Movie Recommendation Dialogue [PDF] 摘要

21. Over a Decade of Social Opinion Mining [PDF] 摘要

22. Codeswitched Sentence Creation using Dependency Parsing [PDF] 摘要

23. On-Device Tag Generation for Unstructured Text [PDF] 摘要

24. Reciprocal Supervised Learning Improves Neural Machine Translation [PDF] 摘要

25. A Sequence-Oblivious Generation Method for Context-Aware Hashtag Recommendation [PDF] 摘要

26. Enhanced Offensive Language Detection Through Data Augmentation [PDF] 摘要

27. Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation [PDF] 摘要

28. Cross-Domain Sentiment Classification with In-Domain Contrastive Learning [PDF] 摘要

29. Does Yoga Make You Happy? Analyzing Twitter User Happiness using Textual and Temporal Information [PDF] 摘要

30. Data-Efficient Methods for Dialogue Systems [PDF] 摘要

31. Inductive Bias and Language Expressivity in Emergent Communication [PDF] 摘要

32. On-Device Sentence Similarity for SMS Dataset [PDF] 摘要

33. Diverse Melody Generation from Chinese Lyrics via Mutual Information Maximization [PDF] 摘要

34. Grammar-Aware Question-Answering on Quantum Computers [PDF] 摘要

35. Foundations for Near-Term Quantum Natural Language Processing [PDF] 摘要

36. Generating Natural Questions from Images for Multimodal Assistants [PDF] 摘要

37. DeepTriage: Automated Transfer Assistance for Incidents in Cloud Services [PDF] 摘要

38. Confidence-aware Non-repetitive Multimodal Transformers for TextCaps [PDF] 摘要

39. MFST: A Python OpenFST Wrapper With Support for Custom Semirings and Jupyter Notebooks [PDF] 摘要

40. MLS: A Large-Scale Multilingual Dataset for Speech Research [PDF] 摘要

41. Pre-training Protein Language Models with Label-Agnostic Binding Pairs Enhances Performance in Downstream Tasks [PDF] 摘要

42. MPG: A Multi-ingredient Pizza Image Generator with Conditional StyleGANs [PDF] 摘要

43. Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-11-25

发表于 2020-11-25 分类于 arxiv ， CL 34k 56 分钟

目录

1. A Pattern-mining Driven Study on Differences of Newspapers in Expressing Temporal Information [PDF] 摘要

2. Cross-Document Event Coreference Resolution Beyond Corpus-Tailored Systems [PDF] 摘要

3. Neural Text Classification by Jointly Learning to Cluster and Align [PDF] 摘要

4. Generating Intelligible Plumitifs Descriptions: Use Case Application with Ethical Considerations [PDF] 摘要

5. Domain-Transferable Method for Named Entity Recognition Task [PDF] 摘要

6. Tight Integrated End-to-End Training for Cascaded Speech Translation [PDF] 摘要

7. Two-Way Neural Machine Translation: A Proof of Concept for Bidirectional Translation Modeling using a Two-Dimensional Grid [PDF] 摘要

8. Gender bias in magazines oriented to men and women: a computational approach [PDF] 摘要

9. Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis [PDF] 摘要

10. Tackling Domain-Specific Winograd Schemas with Knowledge-Based Reasoning and Machine Learning [PDF] 摘要

11. Picking BERT's Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis [PDF] 摘要

12. Argument from Old Man's View: Assessing Social Bias in Argumentation [PDF] 摘要

13. GLGE: A New General Language Generation Evaluation Benchmark [PDF] 摘要

14. Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation [PDF] 摘要

15. Acoustic span embeddings for multilingual query-by-example search [PDF] 摘要

16. Advancing Humor-Focused Sentiment Analysis through Improved Contextualized Embeddings and Model Architecture [PDF] 摘要

17. Multi-task Language Modeling for Improving Speech Recognition of Rare Words [PDF] 摘要

18. Using Machine Learning and Natural Language Processing Techniques to Analyze and Support Moderation of Student Book Discussions [PDF] 摘要

19. Does BERT Understand Sentiment? Leveraging Comparisons Between Contextual and Non-Contextual Embeddings to Improve Aspect-Based Sentiment Models [PDF] 摘要

20. Fuzzy Stochastic Timed Petri Nets for Causal properties representation [PDF] 摘要

21. A Robotic Dating Coaching System Leveraging Online Communities Posts [PDF] 摘要

22. Multimodal Pretraining for Dense Video Captioning [PDF] 摘要

23. Streaming Multi-speaker ASR with RNN-T [PDF] 摘要

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【arxiv论文】 Computer Vision and Pattern Recognition 2020-11-23

发表于 2020-11-23 分类于 arxiv ， CV 87k 2:25

目录

1. Exploring Simple Siamese Representation Learning [PDF] 摘要

2. Intrinsic Image Decomposition using Paradigms [PDF] 摘要

3. Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized Proteins [PDF] 摘要

4. DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval [PDF] 摘要

5. Gender Transformation: Robustness of GenderDetection in Facial Recognition Systems with variation in Image Properties [PDF] 摘要

6. Online Descriptor Enhancement via Self-Labelling Triplets for Visual Data Association [PDF] 摘要

7. Improvement of Classification in One-Stage Detector [PDF] 摘要

8. Crowdsourcing Airway Annotations in Chest Computed Tomography Images [PDF] 摘要

9. SalSum: Saliency-based Video Summarization using Generative Adversarial Networks [PDF] 摘要

10. Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision [PDF] 摘要

11. Neural Scene Graphs for Dynamic Scenes [PDF] 摘要

12. RidgeSfM: Structure from Motion via Robust Pairwise Matching Under Depth Uncertainty [PDF] 摘要

13. Self-Supervised Small Soccer Player Detection and Tracking [PDF] 摘要

14. ANIMC: A Soft Framework for Auto-weighted Noisy and Incomplete Multi-view Clustering [PDF] 摘要

15. Assessing out-of-domain generalization for robust building damage detection [PDF] 摘要

16. Segmentation overlapping wear particles with few labelled data and imbalance sample [PDF] 摘要

17. Image Denoising by Gaussian Patch Mixture Model and Low Rank Patches [PDF] 摘要

18. Learning Object-Centric Video Models by Contrasting Sets [PDF] 摘要

19. Joint Representation of Temporal Image Sequences and Object Motion for Video Object Detection [PDF] 摘要

20. SLADE: A Self-Training Framework For Distance Metric Learning [PDF] 摘要

21. Cascade Attentive Dropout for Weakly Supervised Object Detection [PDF] 摘要

22. On-Device Text Image Super Resolution [PDF] 摘要

23. LAGNet: Logic-Aware Graph Network for Human Interaction Understanding [PDF] 摘要

24. Shuffle and Learn: Minimizing Mutual Information for Unsupervised Hashing [PDF] 摘要

25. Deep Snapshot HDR Imaging Using Multi-Exposure Color Filter Array [PDF] 摘要

26. Efficient Conditional Pre-training for Transfer Learning [PDF] 摘要

27. DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets [PDF] 摘要

28. Action Duration Prediction for Segment-Level Alignment of Weakly-Labeled Videos [PDF] 摘要

29. MobileDepth: Efficient Monocular Depth Prediction on Mobile Devices [PDF] 摘要

30. ConvTransformer: A Convolutional Transformer Network for Video Frame Synthesis [PDF] 摘要

31. An Efficient End-to-End Deep Learning Training Framework via Fine-Grained Pattern-Based Pruning [PDF] 摘要

32. FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation [PDF] 摘要

33. Cooperating RPN's Improve Few-Shot Object Detection [PDF] 摘要

34. VLG-Net: Video-Language Graph Matching Network for Video Grounding [PDF] 摘要

35. Batteries, camera, action! Learning a semantic control space for expressive robot cinematography [PDF] 摘要

36. Online Multi-Object Tracking with delta-GLMB Filter based on Occlusion and Identity Switch Handling [PDF] 摘要

37. Logically Consistent Loss for Visual Question Answering [PDF] 摘要

38. Classification by Attention: Scene Graph Classification with Prior Knowledge [PDF] 摘要

39. Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning [PDF] 摘要

40. Error-Bounded Correction of Noisy Labels [PDF] 摘要

41. Dual Contradistinctive Generative Autoencoder [PDF] 摘要

42. Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation [PDF] 摘要

43. Bridging Scene Understanding and Task Execution with Flexible Simulation Environments [PDF] 摘要

44. Smart obervation method with wide field small aperture telescopes for real time transient detection [PDF] 摘要

45. ScalarFlow: A Large-Scale Volumetric Data Set of Real-world Scalar Transport Flows for Computer Animation and Machine Learning [PDF] 摘要

46. Learning Synthetic to Real Transfer for Localization and Navigational Tasks [PDF] 摘要

47. Edge Adaptive Hybrid Regularization Model For Image Deblurring [PDF] 摘要

48. Modelling the Point Spread Function of Wide Field Small Aperture Telescopes With Deep Neural Networks -- Applications in Point Spread Function Estimation [PDF] 摘要

49. Compressive Shack-Hartmann Wavefront Sensing based on Deep Neural Networks [PDF] 摘要

50. Complexity Controlled Generative Adversarial Networks [PDF] 摘要

51. CLIPPER: A Graph-Theoretic Framework for Robust Data Association [PDF] 摘要

52. Discriminative Localized Sparse Representations for Breast Cancer Screening [PDF] 摘要

53. Targeted Self Supervision for Classification on a Small COVID-19 CT Scan Dataset [PDF] 摘要

54. FLAVA: Find, Localize, Adjust and Verify to Annotate LiDAR-Based Point Clouds [PDF] 摘要

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【arxiv论文】 Computation and Language 2020-11-19

发表于 2020-11-19 分类于 arxiv ， CL 33k 55 分钟

目录

1. Toward Understanding Clinical Context of Medication Change Events in Clinical Narratives [PDF] 摘要

2. KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System [PDF] 摘要

3. Measuring the Novelty of Natural Language Text Using the Conjunctive Clauses of a Tsetlin Machine Text Classifier [PDF] 摘要

4. Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources [PDF] 摘要

5. Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining [PDF] 摘要

6. MVP-BERT: Redesigning Vocabularies for Chinese BERT and Multi-Vocab Pretraining [PDF] 摘要

7. Self-supervised Document Clustering Based on BERT with Data Augment [PDF] 摘要

8. Widening the Dialogue Workflow Modeling Bottleneck in Ontology-Based Personal Assistants [PDF] 摘要

9. Don't Patronize Me! An Annotated Dataset with Patronizing and Condescending Language towards Vulnerable Communities [PDF] 摘要

10. Facebook AI's WMT20 News Translation Task Submission [PDF] 摘要

11. A Two-Phase Approach for Abstractive Podcast Summarization [PDF] 摘要

12. NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks [PDF] 摘要

13. A Probabilistic Approach in Historical Linguistics Word Order Change in Infinitival Clauses: from Latin to Old French [PDF] 摘要

14. Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems [PDF] 摘要

15. End-to-end spoken language understanding using transformer networks and self-supervised pre-trained features [PDF] 摘要

16. Generating universal language adversarial examples by understanding and enhancing the transferability across neural models [PDF] 摘要

17. Structural and Functional Decomposition for Personality Image Captioning in a Communication Game [PDF] 摘要

18. Cascade RNN-Transducer: Syllable Based Streaming On-device Mandarin Speech Recognition with a Syllable-to-Character Converter [PDF] 摘要

19. Refining Automatic Speech Recognition System for older adults [PDF] 摘要

20. Where Are You? Localization from Embodied Dialog [PDF] 摘要

21. Open4Business(O4B): An Open Access Dataset for Summarizing Business Documents [PDF] 摘要

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