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Large Language Models

2678 directly classified papers

Papers per year

Papers

AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment EMNLP 2025
MALLM: Multi-Agent Large Language Models Framework EMNLP 2025
AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models EMNLP 2025
TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025
MPCG: Multi-Round Persona-Conditioned Generation for Modeling the Evolution of Misinformation with LLMs EMNLP 2025
MoVa: Towards Generalizable Classification of Human Morals and Values EMNLP 2025
Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models EMNLP 2025
Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling EMNLP 2025
Measuring scalar constructs in social science with LLMs EMNLP 2025
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning EMNLP 2025
The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual LLMs EMNLP 2025
Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing EMNLP 2025
Cacheback: Speculative Decoding With Nothing But Cache EMNLP 2025
SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025
All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens EMNLP 2025
Enhancing RLHF with Human Gaze Modeling EMNLP 2025
Accelerated Test-Time Scaling with Model-Free Speculative Sampling EMNLP 2025
Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025
Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025
Estimating LLM Consistency: A User Baseline vs Surrogate Metrics EMNLP 2025
Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025
Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation EMNLP 2025
Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs EMNLP 2025
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists EMNLP 2025
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025