Language

An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025 Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025 A Simple but Effective Context Retrieval for Sequential Sentence Classification in Long Legal Documents ACL 2025 Assessing Gender Bias of Pretrained Bangla Language Models in STEM and SHAPE Fields ACL 2025 A Theoretical Framework for Evaluating Narrative Surprise in Large Language Models NAACL 2025 AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring AAAI 2025 AuraDial: A Large-Scale Human-Centric Dialogue Dataset for Chinese AI Psychological Counseling EMNLP 2025 Babysit A Language Model From Scratch: Interactive Language Learning by Trials and Demonstrations NAACL 2025 BAREC Demo: Resources and Tools for Sentence-level Arabic Readability Assessment EMNLP 2025 Beyond Distribution: Investigating Language Models’ Understanding of Sino-Korean Morphemes EMNLP 2025 Beyond Generalization :Evaluating Multilingual LLMs for Yorùbá Animal Health Translation ACL 2025 Beyond the Haystack: Sensitivity to Context in Legal Reference Recall EMNLP 2025 Bhaasha, Bhāṣā, Zaban: A Survey for Low-Resourced Languages in South Asia – Current Stage and Challenges EMNLP 2025 Bigger But Not Better: Small Neural Language Models Outperform LLMs in Detection of Thought Disorder NAACL 2025 Bilingual Zero-Shot Stance Detection ACL 2025 BIRD: Bronze Inscription Restoration and Dating EMNLP 2025 BJTU at BEA 2025 Shared Task: Task-Aware Prompt Tuning and Data Augmentation for Evaluating AI Math Tutors ACL 2025 BOUQuET : dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation EMNLP 2025 Breaking the Attention Trap in Code LLMs: A Rejection Sampling Approach to Enhance Code Execution Prediction EMNLP 2025 Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025 Building Data Infrastructure for Low-Resource Languages NAACL 2025 CaLMQA: Exploring culturally specific long-form question answering across 23 languages ACL 2025 Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction NAACL 2025 Can Large Language Models Be Good Language Teachers? EMNLP 2025 Can LLMs Be Efficient Predictors of Conversational Derailment? EMNLP 2025