Natural Language Processing

What’s in a Name? Are BERT Named Entity Representations just as Good for any other Name? ACL 2020 What’s so special about BERT’s layers? A closer look at the NLP pipeline in monolingual and multilingual models EMNLP 2020 What time is it? Temporal Analysis of Novels EMNLP 2020 What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media Context ACL 2020 When Beards Start Shaving Men: A Subject-object Resolution Test Suite for Morpho-syntactic and Semantic Model Introspection COLING 2020 When BERT Plays the Lottery, All Tickets Are Winning EMNLP 2020 When Does Unsupervised Machine Translation Work? EMNLP 2020 When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? ACL 2020 When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models EMNLP 2020 When is a bishop not like a rook? When it’s like a rabbi! Multi-prototype BERT embeddings for estimating semantic relationships CoNLL 2020 When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract) AAAI 2020 When Radiology Report Generation Meets Knowledge Graph AAAI 2020 Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News EMNLP 2020 Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences CVPR 2020 “where is this relationship going?”: Understanding Relationship Trajectories in Narrative Text COLING 2020 Where’s the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data EMNLP 2020 Which *BERT? A Survey Organizing Contextualized Encoders EMNLP 2020 Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models EMNLP 2020 Who Did They Respond to? Conversation Structure Modeling Using Masked Hierarchical Transformer AAAI 2020 “Who said it, and Why?” Provenance for Natural Language Claims ACL 2020 Why and when should you pool? Analyzing Pooling in Recurrent Architectures EMNLP 2020 Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER AAAI 2020 Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision EMNLP 2020 Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models ACL 2020 Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries ACL 2020