Semantic Analysis

LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution ACL 2022 Lightweight Transformers for Conversational AI NAACL 2022 Locally Aggregated Feature Attribution on Natural Language Model Understanding NAACL 2022 Local Structure Matters Most in Most Languages AACL 2022 Local Structure Matters Most: Perturbation Study in NLU ACL 2022 Logical Story Representations via FrameNet + Semantic Parsing NAACL 2022 Making Transformers Solve Compositional Tasks ACL 2022 “Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning to Construct Explanations COLING 2022 Meaning Representations for Natural Languages: Design, Models and Applications EMNLP 2022 Meta-Complementing the Semantics of Short Texts in Neural Topic Models NeurIPS 2022 MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure EMNLP 2022 Metaphor Detection via Linguistics Enhanced Siamese Network COLING 2022 Metaphorical Polysemy Detection: Conventional Metaphor Meets Word Sense Disambiguation COLING 2022 Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages ACL 2022 Mining Clues from Incomplete Utterance: A Query-enhanced Network for Incomplete Utterance Rewriting NAACL 2022 Misinfo Reaction Frames: Reasoning about Readers’ Reactions to News Headlines ACL 2022 MiST: a Large-Scale Annotated Resource and Neural Models for Functions of Modal Verbs in English Scientific Text EMNLP 2022 Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic AAAI 2022 Modeling Persuasive Discourse to Adaptively Support Students’ Argumentative Writing ACL 2022 Modeling Syntactic-Semantic Dependency Correlations in Semantic Role Labeling Using Mixture Models ACL 2022 Modelling Commonsense Properties Using Pre-Trained Bi-Encoders COLING 2022 Multilingual Word Sense Disambiguation with Unified Sense Representation COLING 2022 Narrative Why-Question Answering: A Review of Challenges and Datasets EMNLP 2022 Natural Language Deduction through Search over Statement Compositions EMNLP 2022 Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing COLING 2022