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Large Language Models

9067 directly classified papers

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Papers

Pro-QuEST: A Prompt-chain based Quiz Engine for testing Specialized Technical Product Knowledge EACL 2026
PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models EACL 2026
PromptLab: A Collaborative Platform for Prompt Engineering and Dataset Curation EACL 2026
EvalSense: A Framework for Domain-Specific LLM (Meta-)Evaluation EACL 2026
QSTN: A Modular Framework for Robust Questionnaire Inference with Large Language Models EACL 2026
Beyond One-Step Distillation: Bridging the Capacity Gap in Small Language Models via Multi-Step Knowledge Transfer EACL 2026
A Benchmark and Evaluation of Automated Language of Study Extraction from Computational Linguistics Publications EACL 2026
Automatic Generation of a Compositional QA Benchmark for Geospatial Reasoning under Spatial and Entity Constraints EACL 2026
What the Router Sees Matters: Funnel Pooling for Fast, Content Driven Expert Routing EACL 2026
PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents EACL 2026
Is Micro Domain-Adaptive Pre-Training Effective for Real-World Operations? Multi-Step Evaluation Reveals Potential and Bottlenecks EACL 2026
ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMs EACL 2026
Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? EACL 2026
Encoding and Decoding Language in the Brain with Language Models EACL 2026
Continual Pretraining on Encrypted Synthetic Data for Privacy-Preserving LLMs EACL 2026
DRAGON: Domain-specific Robust Automatic Data Generation for RAG Optimization EACL 2026
Hire Your Anthropologist! Rethinking Culture Benchmarks Through an Anthropological Lens EACL 2026
Comprehensive Study of Bilingual and Multi-category Instruction Pre-training EACL 2026
CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom EACL 2026
Beyond Accuracy: Alignment and Error Detection across Languages in the Bi-GSM8K Math-Teaching Benchmark EACL 2026
Garbage In, Reasoning Out? Why Benchmark Scores are Unreliable and What to Do About It EACL 2026
Breaking the Illusion of Reasoning in Polish LLMs: Quality over Quantity of Thought EACL 2026
RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library EACL 2026
Persona Switch: Mixing Distinct Perspectives in Decoding Time EACL 2026
Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA EACL 2026