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Foundation Models

4,845 papers

Papers per year

Papers

Superficial Self-Improved Reasoners Benefit from Model Merging EMNLP 2025
InsightEdit: Towards Better Instruction Following for Image Editing CVPR 2025
LexTempus: Enhancing Temporal Generalizability of Legal Language Models Through Dynamic Mixture of Experts ACL 2025
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases NAACL 2025
Unequal Scientific Recognition in the Age of LLMs EMNLP 2025
Structured Packing in LLM Training Improves Long Context Utilization AAAI 2025
Robust Multi-Objective Preference Alignment with Online DPO AAAI 2025
SGDPO: Self-Guided Direct Preference Optimization for Language Model Alignment ACL 2025
TurnBench-MS: A Benchmark for Evaluating Multi-Turn, Multi-Step Reasoning in Large Language Models EMNLP 2025
TC-LLaVA: Rethinking the Transfer of LLava from Image to Video Understanding with Temporal Considerations AAAI 2025
CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control ACL 2025
WebUIBench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in WebUI-to-Code ACL 2025
Language-to-Space Programming for Training-Free 3D Visual Grounding EMNLP 2025
MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025
Why and How LLMs Benefit from Knowledge Introspection in Commonsense Reasoning EMNLP 2025
AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025
Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations EMNLP 2025
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments CVPR 2025
Language-Based Bayesian Optimization Research Assistant (BORA) IJCAI 2025
From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning AACL 2025
Knowledge-Infused Learning for Developing a Mental Health Diagnostic Copilot in Healthcare Systems AAAI 2025
LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025
ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations EMNLP 2025
MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer EMNLP 2025
ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) (Student Abstract) AAAI 2025