Semantic Analysis

Sign of the Times: Evaluating the use of Large Language Models for Idiomaticity Detection COLING 2024 Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles ACL 2024 Soft Well-Formed Semantic Parsing with Score-Based Selection COLING 2024 Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants COLING 2024 Spatial and Temporal Language Understanding: Representation, Reasoning, and Grounding NAACL 2024 Story Morals: Surfacing value-driven narrative schemas using large language models EMNLP 2024 Strengthening the WiC: New Polysemy Dataset in Hindi and Lack of Cross Lingual Transfer COLING 2024 Strong hallucinations from negation and how to fix them ACL 2024 SUGARCREPE++ Dataset: Vision-Language Model Sensitivity to Semantic and Lexical Alterations NeurIPS 2024 Surprise! Uniform Information Density Isn’t the Whole Story: Predicting Surprisal Contours in Long-form Discourse EMNLP 2024 Surveying the Dead Minds: Historical-Psychological Text Analysis with Contextualized Construct Representation (CCR) for Classical Chinese EMNLP 2024 Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024 Temporal Cognitive Tree: A Hierarchical Modeling Approach for Event Temporal Relation Extraction EMNLP 2024 The Elephant in the Room: Ten Challenges of Computational Detection of Rhetorical Figures NAACL 2024 The Impact of Stance Object Type on the Quality of Stance Detection COLING 2024 The Reversal Curse: LLMs trained on “A is B” fail to learn “B is A” ICLR 2024 Thesis Proposal: Detecting Agency Attribution EACL 2024 To Learn or Not to Learn: Replaced Token Detection for Learning the Meaning of Negation COLING 2024 Topic-Conversation Relevance (TCR) Dataset and Benchmarks NeurIPS 2024 Topic Modeling: Contextual Token Embeddings Are All You Need EMNLP 2024 Topic Taxonomy Construction from ESG Reports COLING 2024 Toward Compositional Behavior in Neural Models: A Survey of Current Views EMNLP 2024 Towards a Danish Semantic Reasoning Benchmark - Compiled from Lexical-Semantic Resources for Assessing Selected Language Understanding Capabilities of Large Language Models COLING 2024 Towards a Similarity-adjusted Surprisal Theory EMNLP 2024 Towards a Unified Taxonomy of Deep Syntactic Relations COLING 2024