Foundation Models

A Generalization Theory for Zero-Shot Prediction ICML 2025 AgentDrug: Utilizing Large Language Models in an Agentic Workflow for Zero-Shot Molecular Optimization EMNLP 2025 Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge EMNLP 2025 Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools ACL 2025 Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems ACL 2025 Agent Laboratory: Using LLM Agents as Research Assistants EMNLP 2025 Agent Reviewers: Domain-specific Multimodal Agents with Shared Memory for Paper Review ICML 2025 Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models IJCNLP 2025 Agri-CM3: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning ACL 2025 AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning WACV 2025 Agtech Framework for Cranberry-Ripening Analysis using Vision Foundation Models WACV 2025 AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction AAAI 2025 akhilrajeevp at BHASHA Task 1: Minimal-Edit Instruction Tuning for Low-Resource Indic GEC AACL 2025 A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making EMNLP 2025 ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations NAACL 2025 Aligning Black-Box LLMs for Aspect Sentiment Quad Prediction EMNLP 2025 Aligning Complex Knowledge Graph Question Answering as Knowledge-Aware Constrained Code Generation COLING 2025 Aligning Language Models Using Follow-up Likelihood as Reward Signal AAAI 2025 Aligning Sentence Simplification with ESL Learner’s Proficiency for Language Acquisition NAACL 2025 Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning ICCV 2025 AlignMMBench: Evaluating Chinese Multimodal Alignment in Large Vision-Language Models ACL 2025 All-in-One: Transferring Vision Foundation Models into Stereo Matching AAAI 2025 All in One: Visual-Description-Guided Unified Point Cloud Segmentation ICCV 2025 (Almost) Free Modality Stitching of Foundation Models EMNLP 2025 AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors AAAI 2025