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Foundation Models

4845 directly classified papers

Papers per year

Papers

OAD-Promoter: Enhancing Zero-Shot VQA Using Large Language Models with Object Attribute Description AAAI 2026

RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow AAAI 2026

HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models AAAI 2026

HouseTune: Two-Stage Floorplan Generation with LLM Assistance AAAI 2026

LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation AAAI 2026

LMGL-WD: LLM-Guided Multi-Task Graph Learning for Category-Level Warehouse Demand Prediction in E-Commerce AAAI 2026

Mitigating Length Bias in RLHF Through a Causal Lens AAAI 2026

Do Large Language Models Reason About Uncertainty Like Humans? A Benchmark on Hurricane Forecast Visualization Comprehension AAAI 2026

NoReGeo: Non-Reasoning Geometry Benchmark AAAI 2026

PCoKG: Personality-aware Commonsense Reasoning with Debate AAAI 2026

SAPO: Self-Adaptive Process Optimization Makes Small Reasoners Stronger AAAI 2026

LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025

GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ACL 2025

CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025

PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025

Mixtures of In-Context Learners ACL 2025

Approximated Variational Bayesian Inverse Reinforcement Learning for Large Language Model Alignment AAAI 2025

Flow Factorization for Efficient Generative Flow Networks AAAI 2025

RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025

Mamba Knockout for Unraveling Factual Information Flow ACL 2025

GenPlan: Generative Sequence Models as Adaptive Planners AAAI 2025

Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025

Language Models Grow Less Humanlike beyond Phase Transition ACL 2025

Safe Planner: Empowering Safety Awareness in Large Pre-Trained Models for Robot Task Planning AAAI 2025

Evaluating the Evaluator: Measuring LLMs’ Adherence to Task Evaluation Instructions AAAI 2025