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Large Language Models

9067 directly classified papers

Papers per year

Papers

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

Layer-wise Swapping for Generalizable Multilingual Safety EACL 2026

Specialization through Collaboration: Understanding Expert Interaction in Mixture-of-Expert Large Language Models EACL 2026

When the Model Said ‘No Comment’, We Knew Helpfulness Was Dead, Honesty Was Alive, and Safety Was Terrified EACL 2026

Beyond "Not Novel Enough": Enriching Scholarly Critique with LLM-Assisted Feedback EACL 2026

MathEDU: Feedback Generation on Problem-Solving Processes for Mathematical Learning Support EACL 2026

How Good Are LLMs at Processing Tool Outputs? EACL 2026

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

Personality Editing for Language Models through Adjusting Self-Referential Queries EACL 2026

Decision-Making with Deliberation: Meta-reviewing as a Document-grounded Dialogue EACL 2026

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