Semantic Analysis

PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering ACL 2024 Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity EMNLP 2024 PE: A Poincare Explanation Method for Fast Text Hierarchy Generation EMNLP 2024 Perceptions of Linguistic Uncertainty by Language Models and Humans EMNLP 2024 Pirates at ArabicNLU2024: Enhancing Arabic Word Sense Disambiguation using Transformer-Based Approaches ACL 2024 PizzaCommonSense: A Dataset for Commonsense Reasoning about Intermediate Steps in Cooking Recipes EMNLP 2024 Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024 Pollice Verso at SemEval-2024 Task 6: The Roman Empire Strikes Back SemEval 2024 Polysemy through the lens of psycholinguistic variables: a dataset and an evaluation of static and contextualized language models NAACL 2024 Position: Fundamental Limitations of LLM Censorship Necessitate New Approaches ICML 2024 Pragmatic inference of scalar implicature by LLMs ACL 2024 Predicate Sense Disambiguation for UMR Annotation of Latin: Challenges and Insights ACL 2024 Predicting Text Preference Via Structured Comparative Reasoning ACL 2024 Pregnant Questions: The Importance of Pragmatic Awareness in Maternal Health Question Answering NAACL 2024 Prior Knowledge-Guided Adversarial Training ACL 2024 Probing the Category of Verbal Aspect in Transformer Language Models NAACL 2024 Projecting Annotations for Discourse Relations: Connective Identification for Low-Resource Languages EACL 2024 Prompting Implicit Discourse Relation Annotation EACL 2024 PUB: A Pragmatics Understanding Benchmark for Assessing LLMs’ Pragmatics Capabilities ACL 2024 Putting Back the Stops: Integrating Syntax with Neural Topic Models IJCAI 2024 Quantifying Generalizations: Exploring the Divide Between Human and LLMs’ Sensitivity to Quantification ACL 2024 Quantum Interference Model for Semantic Biases of Glosses in Word Sense Disambiguation AAAI 2024 Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models ACL 2024 Reassessing Semantic Knowledge Encoded in Large Language Models through the Word-in-Context Task COLING 2024 Recent Trends in Linear Text Segmentation: A Survey EMNLP 2024