Natural Language Processing

Beyond the Gold Standard in Analytic Automated Essay Scoring ACL 2025 Beyond the Haystack: Sensitivity to Context in Legal Reference Recall EMNLP 2025 Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing EMNLP 2025 Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs NAACL 2025 Beyond the Rubric: Cultural Misalignment in LLM Benchmarks for Sexual and Reproductive Health AACL 2025 Beyond the Score: Uncertainty-Calibrated LLMs for Automated Essay Assessment EMNLP 2025 Beyond the Spelling Miracle: Investigating Substring Awareness in Character-Blind Language Models ACL 2025 Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation EMNLP 2025 Beyond the Textual: Generating Coherent Visual Options for MCQs EMNLP 2025 Beyond Tokens and Into Minds: Future Directions for Human-Centered Evaluation in Machine Translation Post-Editing AACL 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 Detection in Media: Traditional Models vs. Transformers in Analyzing Social Media Coverage of the Israeli-Gaza Conflict COLING 2025 Biased Tales: Cultural and Topic Bias in Generating Children’s Stories EMNLP 2025 Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference COLING 2025 BiasFilter: An Inference-Time Debiasing Framework for Large Language Models EMNLP 2025