Foundation Models

Pre-training Auto-regressive Robotic Models with 4D Representations ICML 2025 Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025 PRM: Photometric Stereo based Large Reconstruction Model ICCV 2025 Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025 Probability-Consistent Preference Optimization for Enhanced LLM Reasoning ACL 2025 ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks ACL 2025 Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding EMNLP 2025 Probing Semantic Routing in Large Mixture-of-Expert Models EMNLP 2025 Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering Tasks ACL 2025 Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models ICLR 2025 Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise EMNLP 2025 ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments EMNLP 2025 Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment ACL 2025 Progressive LoRA for Multimodal Continual Instruction Tuning ACL 2025 ProjectEval: A Benchmark for Programming Agents Automated Evaluation on Project-Level Code Generation ACL 2025 Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness CVPR 2025 Promoting Ensemble Diversity with Interactive Bayesian Distributional Robustness for Fine-tuning Foundation Models ICML 2025 Prompting the Muse: Generating Prosodically-Correct Latin Speech with Large Language Models ACL 2025 Prompting with Phonemes: Enhancing LLMs’ Multilinguality for Non-Latin Script Languages NAACL 2025 Prompto: An open source library for asynchronous querying of LLM endpoints NAACL 2025 PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025 Prompt Tuning In a Compact Attribute Space AAAI 2025 ProofTeller: Exposing recency bias in LLM reasoning and its side effects on communication IJCNLP 2025 Proposer-Agent-Evaluator (PAE): Autonomous Skill Discovery For Foundation Model Internet Agents ICML 2025 PropXplain: Can LLMs Enable Explainable Propaganda Detection? EMNLP 2025