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Large Language Models

9067 directly classified papers

Papers per year

Papers

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

Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models EACL 2026

MEDAL: A Framework for Benchmarking LLMs as Multilingual Open-Domain Dialogue Evaluators EACL 2026

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

TextMineX: Data, Evaluation Framework and Ontology-guided LLM Pipeline for Humanitarian Mine Action EACL 2026

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

Seeing All Sides: Multi-Perspective In-Context Learning for Subjective NLP EACL 2026

Beyond Divergent Creativity: A Human-Based Evaluation of Creativity in Large Language Models EACL 2026

KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge EACL 2026

ReciFine: Finely Annotated Recipe Dataset for Controllable Recipe Generation EACL 2026

The Curse of Verbalization: How Presentation Order Constrains LLM Reasoning EACL 2026

QFrBLiMP: a Quebec-French Benchmark of Linguistic Minimal Pairs EACL 2026

ExpressivityBench: Can LLMs Communicate Implicitly? EACL 2026

UniToolBench: A Benchmark for Tool-Augmented LLMs in Cross-Domain, Universal Task Automation EACL 2026

Show or Tell? Modeling the evolution of request-making in Human-LLM conversations EACL 2026

Multilingual Self-Taught Faithfulness Evaluators EACL 2026

LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation EACL 2026

IRPO: Implicit Policy Regularized Preference Optimization EACL 2026

Do LLMs model human linguistic variation? A case study in Hindi-English Verb code-mixing EACL 2026

Test-time Corpus Feedback: From Retrieval to RAG EACL 2026

Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists EACL 2026

NL2Logic: AST-Guided Translation of Natural Language into First-Order Logic with Large Language Models EACL 2026

Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Benchmark EACL 2026

Large Language Models Meet Extreme Multi-label Classification: Scaling and Multi-modal Framework AAAI 2026