Understanding

DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants Interspeech 2021 Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge ACL 2021 Differential Evaluation: a Qualitative Analysis of Natural Language Processing System Behavior Based Upon Data Resistance to Processing EMNLP 2021 DIRECT: Direct and Indirect Responses in Conversational Text Corpus EMNLP 2021 Discontinuous Named Entity Recognition as Maximal Clique Discovery ACL 2021 discopy: A Neural System for Shallow Discourse Parsing EMNLP 2021 Discourse-Based Sentence Splitting EMNLP 2021 Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion IJCAI 2021 Discourse Probing of Pretrained Language Models NAACL 2021 Discourse Understanding and Factual Consistency in Abstractive Summarization EACL 2021 Discriminative Self-Training for Punctuation Prediction Interspeech 2021 Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training EMNLP 2021 Distilling Word Meaning in Context from Pre-trained Language Models EMNLP 2021 DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing EMNLP 2021 Dodrio: Exploring Transformer Models with Interactive Visualization ACL 2021 Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework EMNLP 2021 Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks EMNLP 2021 Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models EACL 2021 Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa NAACL 2021 Do pretrained transformers infer telicity like humans? CoNLL 2021 Do UD Trees Match Mention Spans in Coreference Annotations? EMNLP 2021 DramaCoref: A Hybrid Coreference Resolution System for German Theater Plays EMNLP 2021 DreamDrug - A crowdsourced NER dataset for detecting drugs in darknet markets EMNLP 2021 Duluth at SemEval-2021 Task 11: Applying DeBERTa to Contributing Sentence Selection and Dependency Parsing for Entity Extraction SemEval 2021 DuoRAT: Towards Simpler Text-to-SQL Models NAACL 2021