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Large Language Models

6405 directly classified papers

Papers per year

Papers

Exploring and Controlling Diversity in LLM-Agent Conversation EMNLP 2025
ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning EMNLP 2025
OneNRC@TSAR2025 Shared Task Small Models for Readability Controlled Text Simplification EMNLP 2025
It Depends: Resolving Referential Ambiguity in Minimal Contexts with Commonsense Knowledge EMNLP 2025
ERGO: Entropy-guided Resetting for Generation Optimization in Multi-turn Language Models EMNLP 2025
Probing Gender Bias in Multilingual LLMs: A Case Study of Stereotypes in Persian EMNLP 2025
DecisionFlow: Advancing Large Language Model as Principled Decision Maker EMNLP 2025
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models EMNLP 2025
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data EMNLP 2025
ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models EMNLP 2025
Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models EMNLP 2025
Choosing a Model, Shaping a Future: Comparing LLM Perspectives on Sustainability and its Relationship with AI EMNLP 2025
Hierarchical Reward Modeling for Fault Localization in Large Code Repositories EMNLP 2025
InFact: Informativeness Alignment for Improved LLM Factuality EMNLP 2025
Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment EMNLP 2025
Large Language Models as Reader for Bias Detection EMNLP 2025
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors EMNLP 2025
Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs EMNLP 2025
Can LLMs Express Personality Across Cultures? Introducing CulturalPersonas for Evaluating Trait Alignment EMNLP 2025
ExtremeAIGC: Benchmarking LMM Vulnerability to AI-Generated Extremist Content EMNLP 2025
MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation EMNLP 2025
VeriFastScore: Speeding up long-form factuality evaluation EMNLP 2025
CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling EMNLP 2025
NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication EMNLP 2025
LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability EMNLP 2025