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Large Language Models

2678 directly classified papers

Papers per year

Papers

DLUT and GTCOM’s Large Language Model Based Translation System for WMT25 EMNLP 2025
Understanding and Improving Information Preservation in Prompt Compression for LLMs EMNLP 2025
GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs EMNLP 2025
MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation EMNLP 2025
Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration EMNLP 2025
VeriFastScore: Speeding up long-form factuality evaluation EMNLP 2025
ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments EMNLP 2025
LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains EMNLP 2025
DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression EMNLP 2025
EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning EMNLP 2025
A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models EMNLP 2025
Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models 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
Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research EMNLP 2025
EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents EMNLP 2025
Generative Reviewer Agents: Scalable Simulacra of Peer Review EMNLP 2025
Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications EMNLP 2025
ECom-Bench: Can LLM Agent Resolve Real-World E-commerce Customer Support Issues? EMNLP 2025
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025
NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025
Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows EMNLP 2025
Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025