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Large Language Models

9067 directly classified papers

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Papers

Adapting Hybrid Parallel-Head Large Language Models for Southeast Asia AAAI 2026

In-Situ Eval: A Modular Framework for Custom and Real-Time RAG Benchmarking AAAI 2026

Auto-BenchmarkCard: Automated Synthesis of Benchmark Documentation AAAI 2026

CLEAR: Error Analysis via LLM-as-a-Judge Made Easy AAAI 2026

Beyond the Black Box: Demystifying Multi-Turn LLM Reasoning with VISTA AAAI 2026

Beyond Tokens: Concept-Level Training Objectives for LLMs EACL 2026

If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models EACL 2026

Chandomitra: Towards Generating Structured Sanskrit Poetry from Natural Language Inputs EACL 2026

Uncovering Hidden Correctness in LLM Causal Reasoning via Symbolic Verification EACL 2026

MALicious INTent Dataset and Inoculating LLMs for Enhanced Disinformation Detection EACL 2026

Helios: A Foundational Language Model for Smart Energy Knowledge Reasoning and Application EACL 2026

BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models EACL 2026

ReFACT: A Benchmark for Scientific Confabulation Detection with Positional Error Annotations EACL 2026

QSTN: A Modular Framework for Robust Questionnaire Inference with Large Language Models EACL 2026

Is Micro Domain-Adaptive Pre-Training Effective for Real-World Operations? Multi-Step Evaluation Reveals Potential and Bottlenecks EACL 2026

Can LLMs Reason Like Doctors? Exploring the Limits of Large Language Models in Complex Medical Reasoning EACL 2026

LiRA: A Multi-Agent Framework for Reliable and Readable Literature Review Generation AAAI 2026

GAICo: A Deployed and Extensible Framework for Evaluating Diverse and Multimodal Generative AI Outputs AAAI 2026

Towards a Common Framework for Autoformalization AAAI 2026

Bi-Level Preference Optimization for Retrieval-Augmented Generation (Student Abstract) AAAI 2026

Language Models Do Not Embed Numbers Continuously (Student Abstract) AAAI 2026

Can Large Language Models Grasp 3D Medical Anatomy Shapes? (Student Abstract) AAAI 2026

Obedience or Vigilance? How Large Language Models React to Malicious Multiple-Choice Options (Student Abstract) AAAI 2026

Do Large Language Models (LLMs) Understand Chronology? (Student Abstract) AAAI 2026

ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation AAAI 2026