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Large Language Models

6,405 papers

Papers per year

Papers

GeoEdit: Geometric Knowledge Editing for Large Language Models EMNLP 2025
A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems EMNLP 2025
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning EMNLP 2025
R-PRM: Reasoning-Driven Process Reward Modeling EMNLP 2025
Do Large Language Models Truly Grasp Addition? A Rule-Focused Diagnostic Using Two-Integer Arithmetic EMNLP 2025
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification EMNLP 2025
START: Self-taught Reasoner with Tools EMNLP 2025
The Impact of Negated Text on Hallucination with Large Language Models EMNLP 2025
A Probabilistic Inference Scaling Theory for LLM Self-Correction EMNLP 2025
MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media EMNLP 2025
DiplomacyAgent: Do LLMs Balance Interests and Ethical Principles in International Events? EMNLP 2025
Few-Shot Open-Set Classification via Reasoning-Aware Decomposition EMNLP 2025
iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use EMNLP 2025
CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs EMNLP 2025
Retrieval Enhanced Feedback via In-context Neural Error-book EMNLP 2025
Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025
G2: Guided Generation for Enhanced Output Diversity in LLMs EMNLP 2025
Process-Supervised Reinforcement Learning for Code Generation EMNLP 2025
Thought calibration: Efficient and confident test-time scaling EMNLP 2025
Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation EMNLP 2025
QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models EMNLP 2025
Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech EMNLP 2025
HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning EMNLP 2025
VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025
Think and Recall: Layer-Level Prompting for Lifelong Model Editing EMNLP 2025