Natural Language Understanding

Adapting Psycholinguistic Research for LLMs: Gender-inclusive Language in a Coreference Context ACL 2025 ADEPT-SQL: A High-performance Text-to-SQL Application for Real-World Enterprise-Level Databases ACL 2025 Are Rules Meant to be Broken? Understanding Multilingual Moral Reasoning as a Computational Pipeline with UniMoral ACL 2025 ARGENT: Automatic Reference-free Evaluation for Open-Ended Text Generation without Source Inputs ACL 2025 Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees ACL 2025 BAREC Demo: Resources and Tools for Sentence-level Arabic Readability Assessment EMNLP 2025 BelarusianGLUE: Towards a Natural Language Understanding Benchmark for Belarusian ACL 2025 BERT-like Models for Slavic Morpheme Segmentation ACL 2025 Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning EMNLP 2025 Bridging the Digital Divide: Empowering Elderly Smartphone Users with Intelligent and Human-Centered Design in Agemate ACL 2025 C2LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation ACL 2025 Can Large Language Models Be Good Language Teachers? EMNLP 2025 Can Large Language Models Understand Internet Buzzwords Through User-Generated Content ACL 2025 Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025 Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers ACL 2025 CFBench: A Comprehensive Constraints-Following Benchmark for LLMs ACL 2025 Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models EMNLP 2025 CLIX: Cross-Lingual Explanations of Idiomatic Expressions ACL 2025 CNNSum: Exploring Long-Context Summarization with Large Language Models in Chinese Novels ACL 2025 CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation ACL 2025 CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models ACL 2025 Commonsense Reasoning in Arab Culture ACL 2025 ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages ACL 2025 Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP 2025 Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models ACL 2025