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Large Language Models

2678 directly classified papers

Papers per year

Papers

An Analysis of Scoring Methods for Reranking in Large Language Model Story Generation NAACL 2025
Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models NAACL 2025
Do Prevalent Bias Metrics Capture Allocational Harms from LLMs? NAACL 2025
Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer NAACL 2025
Monte Carlo Sampling for Analyzing In-Context Examples NAACL 2025
Does Training on Synthetic Data Make Models Less Robust? NAACL 2025
Monte Carlo Temperature: a robust sampling strategy for LLM’s uncertainty quantification methods NAACL 2025
Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models NAACL 2025
Are Small Language Models Ready to Compete with Large Language Models for Practical Applications? NAACL 2025
A Calibrated Reflection Approach for Enhancing Confidence Estimation in LLMs NAACL 2025
Evaluating Design Choices in Verifiable Generation with Open-source Models NAACL 2025
Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning EMNLP 2025
The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation ACL 2025
TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection EMNLP 2025
Does Biomedical Training Lead to Better Medical Performance? ACL 2025
MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models EMNLP 2025
Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models ICCV 2025
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation EMNLP 2025
SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025
AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation EMNLP 2025
VisNumBench: Evaluating Number Sense of Multimodal Large Language Models ICCV 2025
RD-MCSA: A Multi-Class Sentiment Analysis Approach Integrating In-Context Classification Rationales and Demonstrations EMNLP 2025
Modeling the One-to-Many Property in Open-Domain Dialogue with LLMs ACL 2025
Understanding Subword Compositionality of Large Language Models EMNLP 2025
Binary Classifier Optimization for Large Language Model Alignment ACL 2025