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Large Language Models

9067 directly classified papers

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Papers

Detecting Citation Hallucinations in Large Language Model Outputs (Student Abstract) AAAI 2026
Do Large Language Models (LLMs) Understand Chronology? (Student Abstract) 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
Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources AAAI 2026
CLEAR: Error Analysis via LLM-as-a-Judge Made Easy AAAI 2026
Cognitive Enhancement Chain-of-Thought Towards Enhancing Style Learning and Content Preservation for Long Style Transfer AAAI 2026
SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation AAAI 2026
Rethinking Prompt Optimizers: From Prompt Merits to Optimization EACL 2026
A Tale of Two Scripts: Transliteration and Post-Correction for Judeo-Arabic EACL 2026
Advancing Multimodal LLMs by Large-Scale 3D Visual Instruction Dataset Generation WACV 2026
DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models WACV 2026
iMotion-LLM: Instruction-Conditioned Trajectory Generation WACV 2026
TA-Prompting: Enhancing Video Large Language Models for Dense Video Captioning via Temporal Anchors WACV 2026
Hierarchical Text Classification with LLM-Refined Taxonomies EACL 2026
Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning EACL 2026
The Dog the Cat Chased Stumped the Model: Measuring When Language Models Abandon Structure for Shortcuts EACL 2026
Chandomitra: Towards Generating Structured Sanskrit Poetry from Natural Language Inputs EACL 2026
Deconstructing Instruction-Following: A New Benchmark for Granular Evaluation of Large Language Model Instruction Compliance Abilities EACL 2026
Improving LLM Domain Certification with Pretrained Guide Models EACL 2026
Discourse Graph Guided Document Translation with Large Language Models EACL 2026
Adaptive Helpfulness–Harmlessness Alignment with Preference Vectors EACL 2026
Generative Personality Simulation via Theory-Informed Structured Interview EACL 2026
ELLA: Efficient Lifelong Learning for Adapters in Large Language Models EACL 2026
Rethink Representation Learning for Questionnaire Data AAAI 2026