Foundation Models

Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs EMNLP 2025 Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets ACL 2025 Zero-Shot Vision Encoder Grafting via LLM Surrogates ICCV 2025 Zero-Shot Whole-Body Humanoid Control via Behavioral Foundation Models ICLR 2025 π₀: A Vision-Language-Action Flow Model for General Robot Control RSS 2025 𝜙-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation ACL 2025 Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild NeurIPS 2024 3D-VLA: A 3D Vision-Language-Action Generative World Model ICML 2024 4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities NeurIPS 2024 A3VLM: Actionable Articulation-Aware Vision Language Model CoRL 2024 A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models ICML 2024 A Bit of a Problem: Measurement Disparities in Dataset Sizes across Languages COLING 2024 AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation ACL 2024 AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph NAACL 2024 A Careful Examination of Large Language Model Performance on Grade School Arithmetic NeurIPS 2024 A Comprehensive Evaluation of Inductive Reasoning Capabilities and Problem Solving in Large Language Models EACL 2024 A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models EMNLP 2024 A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery EMNLP 2024 A Critical Evaluation of AI Feedback for Aligning Large Language Models NeurIPS 2024 Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations ICML 2024 Activating Self-Attention for Multi-Scene Absolute Pose Regression NeurIPS 2024 Active Learning with LLMs for Partially Observed and Cost-Aware Scenarios NeurIPS 2024 Active Prompt Learning in Vision Language Models CVPR 2024 Ada-Instruct: Adapting Instruction Generators for Complex Reasoning EMNLP 2024 Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks NAACL 2024