Semantic Analysis

Large Language Models Can Be Easily Distracted by Irrelevant Context ICML 2023 Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing ACL 2023 LEAF: Linguistically Enhanced Event Temporal Relation Framework EMNLP 2023 Learning Disentangled Representations for Natural Language Definitions EACL 2023 Learning Interpretable Style Embeddings via Prompting LLMs EMNLP 2023 Learning Semantic Role Labeling from Compatible Label Sequences EMNLP 2023 Learning to Simulate Natural Language Feedback for Interactive Semantic Parsing ACL 2023 Learning to Substitute Spans towards Improving Compositional Generalization ACL 2023 LexSym: Compositionality as Lexical Symmetry ACL 2023 Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark EMNLP 2023 Limits for learning with language models ACL 2023 LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models ACL 2023 Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge EMNLP 2023 Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models ACL 2023 M3Seg: A Maximum-Minimum Mutual Information Paradigm for Unsupervised Topic Segmentation in ASR Transcripts EMNLP 2023 MarsEclipse at SemEval-2023 Task 3: Multi-lingual and Multi-label Framing Detection with Contrastive Learning SemEval 2023 Measuring Lexico-Semantic Alignment in Debates with Contextualized Word Representations ACL 2023 MedNgage: A Dataset for Understanding Engagement in Patient-Nurse Conversations ACL 2023 MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models EMNLP 2023 Metaphor Detection via Explicit Basic Meanings Modelling ACL 2023 MetaPro Online: A Computational Metaphor Processing Online System ACL 2023 Methodological Insights in Detecting Subtle Semantic Shifts with Contextualized and Static Language Models EMNLP 2023 Mining, Assessing, and Improving Arguments in NLP and the Social Sciences EACL 2023 MISGENDERED: Limits of Large Language Models in Understanding Pronouns ACL 2023 ML Mob at SemEval-2023 Task 1: Probing CLIP on Visual Word-Sense Disambiguation SemEval 2023