Semantics

LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models ACL 2023 Probing Physical Reasoning with Counter-Commonsense Context ACL 2023 QUDeval: The Evaluation of Questions Under Discussion Discourse Parsing EMNLP 2023 Reasoning about Ambiguous Definite Descriptions EMNLP 2023 Unpacking Ambiguous Structure: A Dataset for Ambiguous Implicit Discourse Relations for English and Egyptian Arabic ACL 2023 Unsupervised Paraphrasing of Multiword Expressions ACL 2023 AbductionRules: Training Transformers to Explain Unexpected Inputs ACL 2022 An Analysis of Negation in Natural Language Understanding Corpora ACL 2022 Are representations built from the ground up? An empirical examination of local composition in language models EMNLP 2022 Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey AAAI 2022 “Covid vaccine is against Covid but Oxford vaccine is made at Oxford!” Semantic Interpretation of Proper Noun Compounds EMNLP 2022 Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media EMNLP 2022 Explaining Translationese: why are Neural Classifiers Better and what do they Learn? EMNLP 2022 Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations EMNLP 2022 FLUTE: Figurative Language Understanding through Textual Explanations EMNLP 2022 How Do Transformer-Architecture Models Address Polysemy of Korean Adverbial Postpositions? ACL 2022 Hybrid Semantics for Goal-Directed Natural Language Generation ACL 2022 Language Models Understand Us, Poorly EMNLP 2022 Learning Noisy-Or Networks with an Application in Linguistics PGM 2022 On Semantic Cognition, Inductive Generalization, and Language Models AAAI 2022 Probing GPT-3’s Linguistic Knowledge on Semantic Tasks EMNLP 2022 Psycholinguistic Diagnosis of Language Models’ Commonsense Reasoning ACL 2022 Testing Pre-trained Language Models’ Understanding of Distributivity via Causal Mediation Analysis EMNLP 2022 The King Is Naked: On the Notion of Robustness for Natural Language Processing AAAI 2022 AND does not mean OR: Using Formal Languages to Study Language Models’ Representations ACL 2021