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Large Language Models

2678 directly classified papers

Papers per year

Papers

ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization EMNLP 2025
SAHA: Samvad AI for Healthcare Assistance IJCNLP 2025
MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction IJCNLP 2025
A Hybrid LLM and Supervised Model Pipeline for Polymer Property Extraction from Tables in Scientific Literature IJCNLP 2025
OdiaGenAI participation at WAT 2025 IJCNLP 2025
Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 2025
Uncertainty-Aware Contrastive Decoding ACL 2025
Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models COLING 2025
From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords COLING 2025
Monte Carlo Sampling for Analyzing In-Context Examples NAACL 2025
Exploring In-context Example Generation for Machine Translation ACL 2025
Corrective In-Context Learning: Evaluating Self-Correction in Large Language Models NAACL 2025
DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts ACL 2025
BoN Appetit Team at LeWiDi-2025: Best-of-N Test-time Scaling Can Not Stomach Annotation Disagreements (Yet) EMNLP 2025
EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations ACL 2025
EhiMeNLP at TSAR 2025 Shared Task Candidate Generation via Iterative Simplification and Reranking by Readability and Semantic Similarity EMNLP 2025
Uncertainty in Semantic Language Modeling with PIXELS EMNLP 2025
A Survey of Generative Information Extraction COLING 2025
SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis COLING 2025
IberoBench: A Benchmark for LLM Evaluation in Iberian Languages COLING 2025
STAND-Guard: A Small Task-Adaptive Content Moderation Model COLING 2025
AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering COLING 2025
Transforming Code Understanding: Clustering-Based Retrieval for Improved Summarization in Domain-Specific Languages COLING 2025
Efficient Vocabulary Reduction for Small Language Models COLING 2025
MLVU: Benchmarking Multi-task Long Video Understanding CVPR 2025