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Foundation Models

4845 directly classified papers

Papers per year

Papers

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

See, Think, Learn: A Self-Taught Multimodal Reasoner WACV 2026

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

Beyond Understanding: Evaluating the Pragmatic Gap in LLMs’ Cultural Processing of Figurative Language EACL 2026

PatchEAD: Unifying Industrial Visual Prompting Frameworks for Patch-Exclusive Anomaly Detection WACV 2026

Onomasiological Sense Alignment Across Dialect Dictionaries. A Taxonomy-Constrained LLM Classification EACL 2026

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

What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects EACL 2026

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

Detecting Latin in Historical Books with Large Language Models: A Multimodal Benchmark EACL 2026

Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval over haystacks EACL 2026

DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router EACL 2026

Can ChatGPT Really Understand Modern Chinese Poetry? EACL 2026

Do Generative Video Models Understand Physical Principles? WACV 2026

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

Too Long, Didn’t Model: Decomposing LLM Long Context Understanding With Novels EACL 2026

Quantifying Cross-Lingual Interference: Algorithmic Standardization of Kamtapuri in Large Language Models EACL 2026

TurkBench: A Benchmark for Evaluating Turkish Large Language Models EACL 2026

Similar Region Search using LLMs on Spatial Feature Space EACL 2026

Science Across Languages: Assessing LLM Multilingual Translation of Scientific Papers EACL 2026

Foundations of LLM Knowledge Materialization: Termination, Reproducibility, Robustness EACL 2026

Thinking Long, but Short: Stable Sequential Test-Time Scaling for Large Reasoning Models EACL 2026

Analyzing LLM Instruction Optimization for Tabular Fact Verification EACL 2026

DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance EACL 2026

DeVisE: Towards the Behavioral Testing of Medical Large Language Models EACL 2026