Natural Language Processing

Learning to Prompt with Text Only Supervision for Vision-Language Models AAAI 2025 Learning to Reason from Feedback at Test-Time ACL 2025 Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models ACL 2025 Learning to Reason via Self-Iterative Process Feedback for Small Language Models COLING 2025 Learning to Refuse: Towards Mitigating Privacy Risks in LLMs COLING 2025 Learning to Rewrite: Generalized LLM-Generated Text Detection ACL 2025 Learning to Rewrite Negation Queries in Product Search COLING 2025 Learning to Route LLMs with Confidence Tokens ICML 2025 Learning to Search Effective Example Sequences for In-Context Learning NAACL 2025 Learning to See through Sound: From VggCaps to Multi2Cap for Richer Automated Audio Captioning EMNLP 2025 Learning to Select In-Context Demonstration Preferred by Large Language Model ACL 2025 Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator NAACL 2025 Learning to Substitute Words with Model-based Score Ranking NAACL 2025 Learning to Summarize from LLM-generated Feedback NAACL 2025 Learning to Translate Ambiguous Terminology by Preference Optimization on Post-Edits EMNLP 2025 Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction EMNLP 2025 Learning to Verify Summary Facts with Fine-Grained LLM Feedback COLING 2025 Learning Trajectories of Figurative Language for Pre-Trained Language Models EMNLP 2025 Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025 Learning Word Embeddings from Glosses: A Multi-Loss Framework for Arabic Reverse Dictionary Tasks EMNLP 2025 LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop EMNLP 2025 Learn Together: Joint Multitask Finetuning of Pretrained KG-enhanced LLM for Downstream Tasks COLING 2025 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning IJCAI 2025 Learn Your Reference Model for Real Good Alignment ICLR 2025