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Foundation Models

4845 directly classified papers

Papers per year

Papers

T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground EACL 2026

Energy Matching based Preference Learning for Diffusion Language Models EACL 2026

QueStER: Query Specification for Generative Keyword-Based Retrieval EACL 2026

Arabic Dialect Translation with Small LLMs: Enhancing through Reasoning-Oriented Reinforcement Learning EACL 2026

BabyBabelLM: A Multilingual Benchmark of Developmentally Plausible Training Data EACL 2026

Can ChatGPT Really Understand Modern Chinese Poetry? EACL 2026

Generalizable Drug–Target Interaction Prediction via ESM-2 Representations and Progressive Contrastive Curriculum Learning AAAI 2026

Investigating Data Pruning for Pretraining Biological Foundation Models at Scale AAAI 2026

Spikingformer: A Key Foundation Model for Spiking Neural Networks AAAI 2026

Knowledge-Enhanced Explainable Prompting for Vision-Language Models AAAI 2026

BioDPP: Dynamic Prompt Policy Learning for Biomedical Vision-Language Models AAAI 2026

LLaVA³: Representing 3D Scenes Like a Cubist Painter to Boost 3D Scene Understanding of VLMs AAAI 2026

WorldRFT: Latent World Model Planning with Reinforcement Fine-Tuning for Autonomous Driving AAAI 2026

D²-VPR: A Parameter-efficient Visual-foundation-model-based Visual Place Recognition Method via Knowledge Distillation and Deformable Aggregation AAAI 2026

ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models AAAI 2026

DexGraspVLA: A Vision-Language-Action Framework Towards General Dexterous Grasping AAAI 2026

Combining LLM Semantic Reasoning with GNN Structural Modeling for Multi-View Multi-Label Feature Selection AAAI 2026

Generalizing Vision-Language Models with Dedicated Prompt Guidance AAAI 2026

Retriever Encoder Selection Matters for In-Context Learning-based Medical Segmentation AAAI 2026

AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models AAAI 2026

Credal Ensemble Distillation for Uncertainty Quantification AAAI 2026

TrinityDNA: A Bio-Inspired Foundational Model for Efficient Long-Sequence DNA Modeling AAAI 2026

SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias AAAI 2026

Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer AAAI 2026

LLM-Based Agent for Competitive Landscape Mapping in Drug Asset Due Diligence AAAI 2026