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Foundation Models

4845 directly classified papers

Papers per year

Papers

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

We Are What We Repeatedly Do: Improving Long Context Instruction Following EACL 2026

A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages EACL 2026

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

Building a Conversational AI Assistant for African Travel Services with LLMs and RAG EACL 2026

LLM Plug-ins Are Not a Free Lunch for Clinical Time-Series Prediction EACL 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

Aladdin-FTI @ AMIYA Three Wishes for Arabic NLP: Fidelity, Diglossia, and Multidialectal Generation EACL 2026

Assessing the Quality of AI-Generated Exams: A Large-Scale Field Study AAAI 2026