Semantic Analysis

Large Language Models Can Not Perform Well in Understanding and Manipulating Natural Language at Both Character and Word Levels? EMNLP 2024 Large Scale Narrative Messaging around Climate Change: A Cross-Cultural Comparison ACL 2024 Layer-Wise Representation Fusion for Compositional Generalization AAAI 2024 Learning Relational Decomposition of Queries for Question Answering from Tables ACL 2024 Learning Robust Rationales for Model Explainability: A Guidance-Based Approach AAAI 2024 Learning Semantic Structure through First-Order-Logic Translation EMNLP 2024 Learning Strategies for Robust Argument Mining: An Analysis of Variations in Language and Domain COLING 2024 Leveraging Syntactic Dependencies in Disambiguation: The Case of African American English COLING 2024 Lexicalized Meaning Representation (LMR) COLING 2024 Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models (LLMs) for Temporal Relations Extraction in Oncological Electronic Health Records NAACL 2024 LIEDER: Linguistically-Informed Evaluation for Discourse Entity Recognition ACL 2024 Linguistically Conditioned Semantic Textual Similarity ACL 2024 Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024 LLM Explainability via Attributive Masking Learning EMNLP 2024 LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts ACL 2024 Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language Models EMNLP 2024 MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NeurIPS 2024 Making Natural Language Reasoning Explainable and Faithful AAAI 2024 MAMKit: A Comprehensive Multimodal Argument Mining Toolkit ACL 2024 Manosphrames: exploring an Italian incel community through the lens of NLP and Frame Semantics COLING 2024 MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction EMNLP 2024 Matching Varying-Length Texts via Topic-Informed and Decoupled Sentence Embeddings NAACL 2024 Mathematical Entities: Corpora and Benchmarks COLING 2024 mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024 Meaning Representations for Natural Languages: Design, Models and Applications COLING 2024