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Large Language Models

2,733 papers

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Papers

Can Large Language Models Act as Ensembler for Multi-GNNs? EMNLP 2025
M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model EMNLP 2025
Beyond A Single AI Cluster: A Survey of Decentralized LLM Training EMNLP 2025
Can LLM Agents Maintain a Persona in Discourse? EMNLP 2025
Do LLMs Encode Frame Semantics? Evidence from Frame Identification EMNLP 2025
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs EMNLP 2025
Cardiverse: Harnessing LLMs for Novel Card Game Prototyping EMNLP 2025
Measuring and Mitigating Media Outlet Name Bias in Large Language Models EMNLP 2025
Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs EMNLP 2025
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists EMNLP 2025
Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs EMNLP 2025
Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation EMNLP 2025
Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025
Estimating LLM Consistency: A User Baseline vs Surrogate Metrics EMNLP 2025
Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025
Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025
Accelerated Test-Time Scaling with Model-Free Speculative Sampling EMNLP 2025
Enhancing RLHF with Human Gaze Modeling EMNLP 2025
All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens EMNLP 2025
SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025
ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025
UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets EMNLP 2025
Cacheback: Speculative Decoding With Nothing But Cache EMNLP 2025
A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications EMNLP 2025