Foundation Models

LLM-driven Multimodal and Multi-Identity Listening Head Generation CVPR 2025 LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025 LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting ACL 2025 LLMs are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition EMNLP 2025 LLMs Are Not Intelligent Thinkers: Introducing Mathematical Topic Tree Benchmark for Comprehensive Evaluation of LLMs NAACL 2025 LLMs as a synthesis between symbolic and distributed approaches to language EMNLP 2025 LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment EMNLP 2025 LLMs Caught in the Crossfire: Malware Requests and Jailbreak Challenges ACL 2025 LLM Sensitivity Evaluation Framework for Clinical Diagnosis COLING 2025 LLMs for Detection and Classification of Persuasion Techniques in Slavic Parliamentary Debates and Social Media Texts ACL 2025 LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations ICLR 2025 LLM-SR: Scientific Equation Discovery via Programming with Large Language Models ICLR 2025 LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction ACL 2025 LLMSR@XLLM25: Integrating Reasoning Prompt Strategies with Structural Prompt Formats for Enhanced Logical Inference ACL 2025 LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025 LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations COLING 2025 LM2Protein: A Structure-to-Token Protein Large Language Model EMNLP 2025 LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models NAACL 2025 LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025 Local Prompt Optimization NAACL 2025 LocoFormer: Generalist Locomotion via Long-context Adaptation CoRL 2025 LodeStar: Long-horizon Dexterity via Synthetic Data Augmentation from Human Demonstrations CoRL 2025 LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models ICCV 2025 Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025 Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025