Large Language Models

Inference Scaling for Long-Context Retrieval Augmented Generation ICLR 2025 Inference-Time Decomposition of Activations (ITDA): A Scalable Approach to Interpreting Large Language Models ICML 2025 Inferring Functionality of Attention Heads from their Parameters ACL 2025 Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models ICLR 2025 InfiniteICL: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation ACL 2025 InfoPO: On Mutual Information Maximization for Large Language Model Alignment NAACL 2025 Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models NAACL 2025 Information-Theoretic and Prompt-Based Evaluation of Discourse Connective Edits in Instructional Text Revisions EMNLP 2025 Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey EMNLP 2025 Injecting Frame Semantics into Large Language Models via Prompt-Based Fine-Tuning EMNLP 2025 Injecting Structured Knowledge into LLMs via Graph Neural Networks ACL 2025 InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles EMNLP 2025 InsBank: Evolving Instruction Subset for Ongoing Alignment EMNLP 2025 InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training ACL 2025 Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs ACL 2025 Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks ACL 2025 InspAIred: Cross-cultural Inspiration Detection and Analysis in Real and LLM-generated Social Media Data NAACL 2025 InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating ACL 2025 Instability in Downstream Task Performance During LLM Pretraining EMNLP 2025 InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025 Instantly Learning Preference Alignment via In-context DPO NAACL 2025 Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque EMNLP 2025 Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in Kazakh ACL 2025 InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery COLING 2025 InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning ACL 2025