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Large Language Models

6,405 papers

Papers per year

Papers

Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025
Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 2025
OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature EMNLP 2025
Enhanced Noun-Noun Compound Interpretation through Textual Enrichment EMNLP 2025
Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning EMNLP 2025
Memory OS of AI Agent EMNLP 2025
Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives EMNLP 2025
From Parameters to Performance: A Data-Driven Study on LLM Structure and Development EMNLP 2025
Logical Reasoning with Outcome Reward Models for Test-Time Scaling EMNLP 2025
NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts EMNLP 2025
Weights-Rotated Preference Optimization for Large Language Models EMNLP 2025
The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents EMNLP 2025
How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models EMNLP 2025
Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025
SocioBench: Modeling Human Behavior in Sociological Surveys with Large Language Models EMNLP 2025
CopySpec: Accelerating LLMs with Speculative Copy-and-Paste EMNLP 2025
GraphAgent: Agentic Graph Language Assistant EMNLP 2025
DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration EMNLP 2025
VLA-Mark: A cross modal watermark for large vision-language alignment models EMNLP 2025
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning EMNLP 2025
UICOMPASS: UI Map Guided Mobile Task Automation via Adaptive Action Generation EMNLP 2025
Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers EMNLP 2025
How to Make Large Language Models Generate 100% Valid Molecules? EMNLP 2025
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios EMNLP 2025
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral EMNLP 2025