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Foundation Models

4845 directly classified papers

Papers per year

Papers

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

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

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

SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific Literature 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

Stop Taking Tokenizers for Granted: They Are Core Design Decisions in Large Language Models EACL 2026

Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning EACL 2026

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

Pro-QuEST: A Prompt-chain based Quiz Engine for testing Specialized Technical Product Knowledge EACL 2026

Generalising LLM Routing using Past Performance Retrieval: A Few-Shot Router is Sufficient EACL 2026

Efficient Low-Resource Language Models Using Tokenizer Transfer EACL 2026

SAGE: An Agentic Explainer Framework for Interpreting SAE Features in Language Models EACL 2026

AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation EACL 2026

MathMist: A Parallel Multilingual Benchmark Dataset for Mathematical Problem Solving and Reasoning EACL 2026

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

ThinkPilot: Steering Reasoning Models via Automated Think-prefixes Optimization EACL 2026

Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer EACL 2026

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

Transolver Is a Linear Transformer: Revisiting Physics-Attention Through the Lens of Linear Attention AAAI 2026