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Large Language Models

6,405 papers

Papers per year

Papers

Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing EMNLP 2025
Explicit Learning and the LLM in Machine Translation EMNLP 2025
Multi-Modal Framing Analysis of News EMNLP 2025
TempParaphraser: “Heating Up” Text to Evade AI-Text Detection through Paraphrasing EMNLP 2025
ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025
Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models EMNLP 2025
The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual LLMs EMNLP 2025
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning EMNLP 2025
Enhancing Logical Reasoning in Language Models via Symbolically-Guided Monte Carlo Process Supervision EMNLP 2025
Can Large Language Models Outperform Non-Experts in Poetry Evaluation? A Comparative Study Using the Consensual Assessment Technique EMNLP 2025
Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025
AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025
RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning EMNLP 2025
Rapid Word Learning Through Meta In-Context Learning EMNLP 2025
How Persuasive Is Your Context? EMNLP 2025
Measuring scalar constructs in social science with LLMs EMNLP 2025
Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling EMNLP 2025
Africa Health Check: Probing Cultural Bias in Medical LLMs EMNLP 2025
REVIVING YOUR MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing EMNLP 2025
Recursive Training Loops in LLMs: How training data properties modulate distribution shift in generated data? EMNLP 2025
Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Ambiguous Prompts and Unanswerable Questions EMNLP 2025
Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions EMNLP 2025
Group-Aware Reinforcement Learning for Output Diversity in Large Language Models EMNLP 2025
PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality EMNLP 2025
The Impact of Language Mixing on Bilingual LLM Reasoning EMNLP 2025