Natural Language Understanding

Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks ACL 2025 Morpheme Induction for Emergent Language EMNLP 2025 Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks EMNLP 2025 Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers ACL 2025 nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow ACL 2025 On the Acquisition of Shared Grammatical Representations in Bilingual Language Models ACL 2025 PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement ACL 2025 PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data ACL 2025 PolyNarrative: A Multilingual, Multilabel, Multi-domain Dataset for Narrative Extraction from News Articles ACL 2025 Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges ACL 2025 Proactive User Information Acquisition via Chats on User-Favored Topics EMNLP 2025 ReproHum #0033-05: Human Evaluation of Factuality from A Multidisciplinary Perspective ACL 2025 ReproHum: #0744-02: Investigating the Reproducibility of Semantic Preservation Human Evaluations ACL 2025 Retrieving Versus Understanding Extractive Evidence in Few-Shot Learning AAAI 2025 Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context ACL 2025 RoToR: Towards More Reliable Responses for Order-Invariant Inputs ACL 2025 RusConText Benchmark: A Russian Language Evaluation Benchmark for Understanding Context ACL 2025 SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL EMNLP 2025 SANSKRITI: A Comprehensive Benchmark for Evaluating Language Models’ Knowledge of Indian Culture ACL 2025 SELF-PERCEPT: Introspection Improves Large Language Models’ Detection of Multi-Person Mental Manipulation in Conversations ACL 2025 Semantic-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training ACL 2025 SHARP: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing LLMs ACL 2025 SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025 SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalism ACL 2025 TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025