Semantic Analysis

Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable EMNLP 2021 Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection ACL 2021 Detecting Contact-Induced Semantic Shifts: What Can Embedding-Based Methods Do in Practice? EMNLP 2021 Detecting Scenes in Fiction: A new Segmentation Task EACL 2021 Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge ACL 2021 DIRECT: Direct and Indirect Responses in Conversational Text Corpus EMNLP 2021 discopy: A Neural System for Shallow Discourse Parsing EMNLP 2021 Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion IJCAI 2021 Discourse Understanding and Factual Consistency in Abstractive Summarization EACL 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 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 Do pretrained transformers infer telicity like humans? CoNLL 2021 Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing AAAI 2021 EDTC: A Corpus for Discourse-Level Topic Chain Parsing EMNLP 2021 Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models EMNLP 2021 End-to-end Semantic Role Labeling with Neural Transition-based Model AAAI 2021 Enhancing the Context Representation in Similarity-based Word Sense Disambiguation EMNLP 2021 Entity-Based Semantic Adequacy for Data-to-Text Generation EMNLP 2021 Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical Domain ACL 2021 Error Identification for Machine Translation with Metric Embedding and Attention EMNLP 2021 ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations EMNLP 2021 Evaluating Text Generation from Discourse Representation Structures ACL 2021