Semantic Analysis

Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning EMNLP 2025 Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and Hindi EMNLP 2025 Word Form Matters: LLMs’ Semantic Reconstruction under Typoglycemia ACL 2025 World Knowledge Resolves Some Aspectual Ambiguity ACL 2025 Your Large Language Models are Leaving Fingerprints COLING 2025 Zero-Shot and Fine-Tuned Evaluation of Generative LLMs for Arabic Word Sense Disambiguation EMNLP 2025 Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding SemEval 2025 AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness SemEval 2024 Abdelhak at SemEval-2024 Task 9: Decoding Brainteasers, The Efficacy of Dedicated Models Versus ChatGPT SemEval 2024 ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ACL 2024 Accurate and Nuanced Open-QA Evaluation Through Textual Entailment ACL 2024 AC-EVAL: Evaluating Ancient Chinese Language Understanding in Large Language Models EMNLP 2024 A Collection of Pragmatic-Similarity Judgments over Spoken Dialog Utterances COLING 2024 A Corpus of German Abstract Meaning Representation (DeAMR) COLING 2024 Adding Argumentation into Human Evaluation of Long Document Abstractive Summarization: A Case Study on Legal Opinions COLING 2024 Advancing Event Causality Identification via Heuristic Semantic Dependency Inquiry Network EMNLP 2024 A Generic Method for Fine-grained Category Discovery in Natural Language Texts EMNLP 2024 AlexUNLP-STM at NADI 2024 shared task: Quantifying the Arabic Dialect Spectrum with Contrastive Learning, Weighted Sampling, and BERT-based Regression Ensemble ACL 2024 ALIGN-SIM: A Task-Free Test Bed for Evaluating and Interpreting Sentence Embeddings through Semantic Similarity Alignment EMNLP 2024 A Linguistically-Informed Annotation Strategy for Korean Semantic Role Labeling COLING 2024 AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NeurIPS 2024 An Algorithmic Approach to Analyzing Rhetorical Structures EACL 2024 AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies EMNLP 2024 Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency ACL 2024 Analyzing Homonymy Disambiguation Capabilities of Pretrained Language Models COLING 2024