Large Language Models

Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models ICLR 2025 InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning EMNLP 2025 InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model ACL 2025 InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering EMNLP 2025 Infogen: Generating Complex Statistical Infographics from Documents ACL 2025 Information Density Principle for MLLM Benchmarks ICCV 2025 Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models NAACL 2025 Information Locality as an Inductive Bias for Neural Language Models ACL 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 Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ACL 2025 InnerThoughts: Disentangling Representations and Predictions in Large Language Models AISTATS 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 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-Augmented Long-Horizon Planning: Embedding Grounding Mechanisms in Embodied Mobile Manipulation AAAI 2025 InstructionCP: A Simple yet Effective Approach for Transferring Large Language Models to Target Languages ACL 2025 Instruction-Following Pruning for Large Language Models ICML 2025 Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025 Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in Kazakh ACL 2025 IntegrityAI at GenAI Detection Task 2: Detecting Machine-Generated Academic Essays in English and Arabic Using ELECTRA and Stylometry COLING 2025 InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025