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Foundation Models

4845 directly classified papers

Papers per year

Papers

CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization NAACL 2025

CAMEL-Bench: A Comprehensive Arabic LMM Benchmark NAACL 2025

Aligning Sentence Simplification with ESL Learner’s Proficiency for Language Acquisition NAACL 2025

DPL: Diverse Preference Learning Without A Reference Model NAACL 2025

Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery NAACL 2025

EduPo: Progress and Challenges of Automated Analysis and Generation of Czech Poetry NAACL 2025

Odyssey : Empowering Minecraft Agents with Open-World Skills IJCAI 2025

HLMTrans: A Sim-to-Real Transfer Framework for Spatial Crowdsourcing with Human-Guided Language Models IJCAI 2025

Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting IJCAI 2025

Efficient Dynamic Ensembling for Multiple LLM Experts IJCAI 2025

The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning IJCAI 2025

Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey IJCAI 2025

Enhancing Multimodal Model Robustness Under Missing Modalities via Memory-Driven Prompt Learning IJCAI 2025

LEKA: LLM-Enhanced Knowledge Augmentation IJCAI 2025

LPDetective: Dusting the LLM Chats for Prompt Template Abusers IJCAI 2025

PeSANet: Physics-encoded Spectral Attention Network for Simulating PDE-Governed Complex Systems IJCAI 2025

MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning IJCAI 2025

Horae: A Domain-Agnostic Language for Automated Service Regulation IJCAI 2025

Enhancing Automated Grading in Science Education through LLM-Driven Causal Reasoning and Multimodal Analysis IJCAI 2025

Human-Centric Foundation Models: Perception, Generation and Agentic Modeling IJCAI 2025

Large Language Models for Causal Discovery: Current Landscape and Future Directions IJCAI 2025

UltraModel: A Modeling Paradigm for Industrial Objects IJCAI 2025

Block Circulant Adapter for Large Language Models IJCAI 2025

REVEAL: Multi-turn Evaluation of Image-Input Harms for Vision LLMs IJCAI 2025

Towards a Unified Copernicus Foundation Model for Earth Vision ICCV 2025