Large Language Models

Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025 Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs EMNLP 2025 Improving Tool Retrieval by Leveraging Large Language Models for Query Generation COLING 2025 Improving Transformer World Models for Data-Efficient RL ICML 2025 Improving Your Model Ranking on Chatbot Arena by Vote Rigging ICML 2025 Incident Diagnosing and Reporting System Based on Retrieval Augmented Large Language Model AAAI 2025 Inconsistent Tokenizations Cause Language Models to be Perplexed by Japanese Grammar ACL 2025 In-Context Denoising with One-Layer Transformers: Connections between Attention and Associative Memory Retrieval ICML 2025 In-Context Iterative Policy Improvement for Dynamic Manipulation CoRL 2025 In-Context Learning and Occam’s Razor ICML 2025 In-Context Learning as Conditioned Associative Memory Retrieval ICML 2025 In-context learning capabilities of Large Language Models to detect suicide risk among adolescents from speech transcripts Interspeech 2025 In-context Learning Demonstration Generation with Text Distillation IJCAI 2025 In-Context Learning on a Budget: A Case Study in Token Classification NAACL 2025 Independence Tests for Language Models ICML 2025 INDOORWORLD : Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment EMNLP 2025 IndoSafety: Culturally Grounded Safety for LLMs in Indonesian Languages EMNLP 2025 InductionBench: LLMs Fail in the Simplest Complexity Class ACL 2025 Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning NAACL 2025 Inductive Learning of Logical Theories with LLMs: A Expressivity-graded Analysis AAAI 2025 Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025 InFact: Informativeness Alignment for Improved LLM Factuality EMNLP 2025 InfAlign: Inference-aware language model alignment ICML 2025 InfAL: Inference Time Adversarial Learning for Improving Research Ideation EMNLP 2025 Inference Scaling for Bridging Retrieval and Augmented Generation NAACL 2025