Natural Language Processing

Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025 Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ACL 2025 Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025 Alligators All Around: Mitigating Lexical Confusion in Low-resource Machine Translation NAACL 2025 All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark EMNLP 2025 All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025 All That Glitters is Not Gold: Improving Robust Retrieval-Augmented Language Models with Fact-Centric Preference Alignment ACL 2025 ALLVB: All-in-One Long Video Understanding Benchmark AAAI 2025 Almost AI, Almost Human: The Challenge of Detecting AI-Polished Writing ACL 2025 ALMTokenizer: A Low-bitrate and Semantic-rich Audio Codec Tokenizer for Audio Language Modeling ICML 2025 A Logical Fallacy-Informed Framework for Argument Generation NAACL 2025 A Logic-based Framework for Decoding Enthymemes in Argument Maps Involving Implicitness in Premises and Claims IJCAI 2025 ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval NAACL 2025 A Low-Shot Prompting Approach to Lemmatization in the EvaCun 2025 Shared Task NAACL 2025 AlphaBorno at BLP-2025 Task 2: Code Generation with Structured Prompts and Execution Feedback AACL 2025 AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models ICLR 2025 AlphaPro at SemEval-2025 Task 8: A Code Generation Approach for Question-Answering over Tabular Data SemEval 2025 Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search ICML 2025 AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement ICML 2025 ALPS: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models ACL 2025 AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic ACL 2025 ALRMR-GEC: Adjusting Learning Rate Based on Memory Rate to Optimize the Edit Scorer for Grammatical Error Correction AAAI 2025 Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models COLING 2025 ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models ACL 2025 Alzheimer’s Dementia Detection Using Perplexity from Paired Large Language Models Interspeech 2025