Semantic Analysis

BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study COLING 2025 Between Hetero-Fatalism and Dark Femininity: Discussions of Relationships, Sex, and Men in the Femosphere ACL 2025 Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructions IJCNLP 2025 Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation EMNLP 2025 Bidirectional Topic Matching: Quantifying Thematic Intersections Between Climate Change and Climate Mitigation News Corpora Through Topic Modelling ACL 2025 Bootstrapping UMRs from Universal Dependencies for Scalable Multilingual Annotation ACL 2025 BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle ACL 2025 Bridging Perceptual Gaps in Food NLP: A Structured Approach Using Sensory Anchors ACL 2025 Bridging the Faithfulness Gap in Prototypical Models NAACL 2025 Calibrating Expressions of Certainty ICLR 2025 Can information theory unravel the subtext in a Chekhovian short story? ACL 2025 Can Large Language Models Understand Argument Schemes? ACL 2025 Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025 Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs ACL 2025 Can LLMs Learn Macroeconomic Narratives from Social Media? NAACL 2025 CASE: Large Scale Topic Exploitation for Decision Support Systems COLING 2025 Causal Graphical Models for Vision-Language Compositional Understanding ICLR 2025 Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension EMNLP 2025 CHARPEVAL: Benchmarking Large Language Models’ Contextual Reasoning in Knowledge-Grounded Dialogue ACL 2025 CHENGYU-BENCH: Benchmarking Large Language Models for Chinese Idiom Understanding and Use EMNLP 2025 ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025 CLaC at DISRPT 2025: Hierarchical Adapters for Cross-Framework Multi-lingual Discourse Relation Classification EMNLP 2025 CLaC at SemEval-2025 Task 6: A Multi-Architecture Approach for Corporate Environmental Promise Verification SemEval 2025 Clarifying Underspecified Discourse Relations in Instructional Texts ACL 2025 Cleanse: Uncertainty Estimation Approach Using Clustering-based Semantic Consistency in LLMs ACL 2025