Large Language Models

Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025 Improving Chain-of-Thought Reasoning via Quasi-Symbolic Abstractions ACL 2025 Improving Chemical Understanding of LLMs via SMILES Parsing EMNLP 2025 Improving Large Language Model Confidence Estimates using Extractive Rationales for Classification ACL 2025 Improving Noise Robustness of LLM-based Zero-shot TTS via Discrete Acoustic Token Denoising Interspeech 2025 Improving Reward Models with Synthetic Critiques NAACL 2025 Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025 In2X at WMT25 Translation Task EMNLP 2025 In-Context Meta LoRA Generation IJCAI 2025 In-context Prompt-augmented Micro-video Popularity Prediction AAAI 2025 Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models CVPR 2025 Incorporating Lexicon-Aligned Prompting in Large Language Model for Tangut–Chinese Translation NAACL 2025 Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback EMNLP 2025 Inductive Learning of Logical Theories with LLMs: A Expressivity-graded Analysis AAAI 2025 Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection ACL 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 Extraction from Visually Rich Documents using LLM-based Organization of Documents into Independent Textual Segments ACL 2025 InnerThoughts: Disentangling Representations and Predictions in Large Language Models AISTATS 2025 Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models CVPR 2025 InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025 Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models ICCV 2025