Large Language Models

Identifying Unlearned Data in LLMs via Membership Inference Attacks EMNLP 2025 Idiosyncrasies in Large Language Models ICML 2025 Idola Tribus of AI: Large Language Models tend to perceive order where none exists EMNLP 2025 If Eleanor Rigby Had Met ChatGPT: A Study on Loneliness in a Post-LLM World ACL 2025 Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025 Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-Tuning NAACL 2025 IG-Pruning: Input-Guided Block Pruning for Large Language Models EMNLP 2025 ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning ICCV 2025 Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models ACL 2025 Imagine, Verify, Execute: Memory-guided Agentic Exploration with Vision-Language Models CoRL 2025 Imagine While Reasoning in Space: Multimodal Visualization-of-Thought ICML 2025 Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers EMNLP 2025 Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models NAACL 2025 Improved Unbiased Watermark for Large Language Models ACL 2025 Improve Language Model and Brain Alignment via Associative Memory ACL 2025 Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025 Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate ACL 2025 Improve Safety Training of Large Language Models with Safety-Critical Singular Vectors Localization ACL 2025 Improving and Assessing the Fidelity of Large Language Models Alignment to Online Communities NAACL 2025 Improving Barrett’s Oesophagus Surveillance Scheduling with Large Language Models: A Structured Extraction Approach ACL 2025 Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions ACL 2025 Improving Child Speech Recognition and Reading Mistake Detection by Using Prompts Interspeech 2025 Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning AAAI 2025 Improving Consistency in LLM Inference using Probabilistic Tokenization NAACL 2025 Improving Context Fidelity via Native Retrieval-Augmented Reasoning EMNLP 2025