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Large Language Models

2678 directly classified papers

Papers per year

Papers

Beyond A Single AI Cluster: A Survey of Decentralized LLM Training EMNLP 2025
Do LLMs Encode Frame Semantics? Evidence from Frame Identification EMNLP 2025
Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs 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
REVIVING YOUR MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing EMNLP 2025
PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality EMNLP 2025
AccessEval: Benchmarking Disability Bias in Large Language Models EMNLP 2025
Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions EMNLP 2025
GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025
CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition EMNLP 2025
Statistical and Neural Methods for Hawaiian Orthography Modernization EMNLP 2025
DVAGen: Dynamic Vocabulary Augmented Generation EMNLP 2025
OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025
TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs EMNLP 2025
LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models EMNLP 2025
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications EMNLP 2025
SLOT: Structuring the Output of Large Language Models EMNLP 2025
SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders EMNLP 2025
More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning EMNLP 2025
Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings EMNLP 2025
Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows EMNLP 2025
Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs EMNLP 2025
Generating Physically Stable and Buildable Brick Structures from Text ICCV 2025