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Foundation Models

4845 directly classified papers

Papers per year

Papers

KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking EACL 2026

Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs EACL 2026

GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences EACL 2026

SCALAR: Scientific Citation-based Live Assessment of Long-context Academic Reasoning EACL 2026

Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in LLMs EACL 2026

MAFM3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI WACV 2026

HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026

Grounding Degradations in Natural Language for All-In-One Video Restoration WACV 2026

Geo3DVQA: Evaluating Vision-Language Models for 3D Geospatial Reasoning from Aerial Imagery WACV 2026

T2VWorldBench: A Benchmark for Evaluating World Knowledge in Text-to-Video Generation WACV 2026

ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos WACV 2026

Do Generative Video Models Understand Physical Principles? WACV 2026

Enhanced Back-Projection of Vision Features for 3D Symmetry Detection WACV 2026

ZonUI-3B: Competitive GUI Grounding with a 3B VLM Trained on a Single Consumer GPU WACV 2026

OW-Rep: Open World Object Detection with Instance Representation Learning WACV 2026

Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis EACL 2026

T2-RAGBench: Text-and-Table Benchmark for Evaluating Retrieval-Augmented Generation EACL 2026

BigTokDetect: A Clinically-Informed Vision–Language Modeling Framework for Detecting Pro-Bigorexia Videos on TikTok EACL 2026

A Benchmark for Audio Reasoning Capabilities of Multimodal Large Language Models EACL 2026

Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL EACL 2026

When the Model Said ‘No Comment’, We Knew Helpfulness Was Dead, Honesty Was Alive, and Safety Was Terrified EACL 2026

Instructional Agents: Reducing Teaching Faculty Workload through Multi-Agent Instructional Design EACL 2026

Rethinking Reading Order: Toward Generalizable Document Understanding with LLM-based Relation Modeling EACL 2026

LaCoMSA: Language-Consistency Multilingual Self-Alignment with Latent Representation Rewarding EACL 2026

PropGenie: A Multi-Agent Conversational Framework for Real Estate Assistance EACL 2026