Semantic Analysis

How Ambiguous Are the Rationales for Natural Language Reasoning? A Simple Approach to Handling Rationale Uncertainty COLING 2025 Howard University-AI4PC at SemEval-2025 Task 1: Using GPT-4o and CLIP-ViLT to Decode Figurative Language Across Text and Images SemEval 2025 How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025 How Much Do Encoder Models Know About Word Senses? ACL 2025 How Persuasive Is Your Context? EMNLP 2025 How to Leverage Digit Embeddings to Represent Numbers? COLING 2025 How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias ICML 2025 HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics EMNLP 2025 Illuminating Logical Fallacies with the CAMPFIRE Corpus ACL 2025 Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025 Improving Semantic Understanding in Speech Language Models via Brain-tuning ICLR 2025 ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Sentences ICLR 2025 Indian Grammatical Tradition-Inspired Universal Semantic Representation Bank (USR Bank 1.0) AACL 2025 Information Integration in Large Language Models is Gated by Linguistic Structural Markers EMNLP 2025 Information-Theoretic and Prompt-Based Evaluation of Discourse Connective Edits in Instructional Text Revisions EMNLP 2025 In Search of the Lost Arch in Dialogue: A Dependency Dialogue Acts Corpus for Multi-Party Dialogues ACL 2025 Insights into developing analytical categorization schemes: three problem types related to annotation agreement NAACL 2025 InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models ICCV 2025 Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract) IJCAI 2025 Interpreting Topic Models in Byte-Pair Encoding Space COLING 2025 Inter-sentence Context Modeling and Structure-aware Representation Enhancement for Conversational Sentiment Quadruple Extraction EMNLP 2025 Investigating the interaction of linguistic and mathematical reasoning in language models using multilingual number puzzles EMNLP 2025 Is a cute puyfred cute? Context-dependent form-meaning systematicity in LLMs ACL 2025 ITALIC: An Italian Culture-Aware Natural Language Benchmark NAACL 2025 It’s Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ACL 2025