Natural Language Processing

Aligning Black-Box LLMs for Aspect Sentiment Quad Prediction EMNLP 2025 Aligning Complex Knowledge Graph Question Answering as Knowledge-Aware Constrained Code Generation COLING 2025 Aligning Composed Query with Image via Discriminative Perception from Negative Correspondences AAAI 2025 Aligning Large Language Models for Faithful Integrity Against Opposing Argument AAAI 2025 Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 Aligning Large Language Models to Low-Resource Languages through LLM-Based Selective Translation: A Systematic Study AACL 2025 Aligning Large Language Models with Human Opinions through Persona Selection and Value–Belief–Norm Reasoning COLING 2025 Aligning Large Language Models with Implicit Preferences from User-Generated Content ACL 2025 Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025 Aligning LLMs for Thai Legal Question Answering with Efficient Semantic-Similarity Rewards EMNLP 2025 Aligning LLMs with Individual Preferences via Interaction COLING 2025 Aligning Spoken Dialogue Models from User Interactions ICML 2025 Aligning to Constraints for Data-Efficient Language Model Customization NAACL 2025 Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 2025 Alignment Drift in CEFR-prompted LLMs for Interactive Spanish Tutoring ACL 2025 Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering CVPR 2025 Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment AAAI 2025 AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025 ALiiCE: Evaluating Positional Fine-grained Citation Generation NAACL 2025 ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input Prompt COLING 2025 A Little Human Data Goes A Long Way ACL 2025 ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval EMNLP 2025 ALLaM: Large Language Models for Arabic and English ICLR 2025 AlleNoise - large-scale text classification benchmark dataset with real-world label noise AISTATS 2025 All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing EMNLP 2025