Resources & Methods

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge CVPR 2025 Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025 Beyond Similarity Scoring: Detecting Entailment and Contradiction in Multilingual and Multimodal Contexts Interspeech 2025 Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution ICLR 2025 Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern IJCAI 2025 Beyond statistical significance: Quantifying uncertainty and statistical variability in multilingual and multitask NLP evaluation IJCNLP 2025 Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction EMNLP 2025 Beyond Surface Simplicity: Revealing Hidden Reasoning Attributes for Precise Commonsense Diagnosis ACL 2025 Beyond Text Compression: Evaluating Tokenizers Across Scales ACL 2025 Beyond the Data: The Impact of Annotation Inconsistencies in UD Treebanks on Typological Universals and Complexity Assessment ACL 2025 Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing EMNLP 2025 Beyond the Spelling Miracle: Investigating Substring Awareness in Character-Blind Language Models ACL 2025 Beyond WER: Probing Whisper’s Sub‐token Decoder Across Diverse Language Resource Levels EMNLP 2025 Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment ACL 2025 Beyond Words: Multilingual and Multimodal Red Teaming of MLLMs ACL 2025 BFS-Prover: Scalable Best-First Tree Search for LLM-based Automatic Theorem Proving ACL 2025 Bhaasha, Bhāṣā, Zaban: A Survey for Low-Resourced Languages in South Asia – Current Stage and Challenges EMNLP 2025 BhasaBodh: Bridging Bangla Dialects and Romanized Forms through Machine Translation AACL 2025 BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages IJCNLP 2025 BHRAM-IL: A Benchmark for Hallucination Recognition and Assessment in Multiple Indian Languages AACL 2025 Bias after Prompting: Persistent Discrimination in Large Language Models EMNLP 2025 Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification EMNLP 2025 Bias Attribution in Filipino Language Models: Extending a Bias Interpretability Metric for Application on Agglutinative Languages ACL 2025 Bias in Language Models: Beyond Trick Tests and Towards RUTEd Evaluation ACL 2025 Bias in the Mirror : Are LLMs opinions robust to their own adversarial attacks ACL 2025