Data Mining and Information Systems Lab

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upvoted a paper 11 days ago

Outlier-Safe Pre-Training for Robust 4-Bit Quantization of Large Language Models

Paper • 2506.19697 • Published 12 days ago • 44

upvoted a collection 12 days ago

Outlier-Safe Pre-Training (OSP)

Collection

A collection of ablation and final models trained on the Outlier-Safe Pre-Training (OSP) framework. • 11 items • Updated 11 days ago • 3

upvoted a paper 19 days ago

Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards

Paper • 2506.11474 • Published 24 days ago • 17

upvoted 2 papers 5 months ago

Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information

Paper • 2502.14258 • Published Feb 20 • 26

System Message Generation for User Preferences using Open-Source Models

Paper • 2502.11330 • Published Feb 17 • 15

upvoted 4 papers 9 months ago

SimpleStrat: Diversifying Language Model Generation with Stratification

Paper • 2410.09038 • Published Oct 11, 2024 • 4

SuperCorrect: Supervising and Correcting Language Models with Error-Driven Insights

Paper • 2410.09008 • Published Oct 11, 2024 • 17

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization

Paper • 2410.08815 • Published Oct 11, 2024 • 49

Baichuan-Omni Technical Report

Paper • 2410.08565 • Published Oct 11, 2024 • 88

upvoted a paper over 1 year ago

Gecko: Versatile Text Embeddings Distilled from Large Language Models

Paper • 2403.20327 • Published Mar 29, 2024 • 49