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Large Language Models

9067 directly classified papers

Papers per year

Papers

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
HalluZig: Hallucination Detection using Zigzag Persistence EACL 2026
NarraBench: A Comprehensive Framework for Narrative Benchmarking EACL 2026
FaithLM: Towards Faithful Explanations for Large Language Models EACL 2026
Don’t Generate, Classify! Low-Latency Prompt Optimization with Structured Complementary Prompt EACL 2026
GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection EACL 2026
Unlocking Latent Discourse Translation in LLMs Through Quality-Aware Decoding EACL 2026
Knowing the Facts but Choosing the Shortcut: Understanding How Large Language Models Compare Entities EACL 2026
Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models EACL 2026
Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions EACL 2026
Beyond Math: Stories as a Testbed for Memorization-Constrained Reasoning in LLMs EACL 2026
Beyond Random Sampling: Efficient Language Model Pretraining via Curriculum Learning EACL 2026
Nanda Family: Open-Weights Generative Large Language Models for Hindi EACL 2026
Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty EACL 2026
Unintended Memorization of Sensitive Information in Fine-Tuned Language Models EACL 2026
CacheNotes: Task-Aware Key-Value Cache Compression for Reasoning-Intensive Knowledge Tasks EACL 2026
AICD Bench: A Challenging Benchmark for AI-Generated Code Detection EACL 2026
A Course Correction in Steerability Evaluation: Revealing Miscalibration and Side Effects in LLMs AAAI 2026