Data Mining and Information Systems Lab

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updated a collection about 15 hours ago

MRPO

Collection

This collection hosts MRPO series introduced in paper, Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning • 3 items • Updated about 15 hours ago

updated a dataset 23 days ago

dmis-lab/ToxReason

Viewer • Updated 23 days ago • 35.6k • 74

published a dataset 23 days ago

dmis-lab/ToxReason

Viewer • Updated 23 days ago • 35.6k • 74

upvoted a paper about 2 months ago

ToxReason: A Benchmark for Mechanistic Chemical Toxicity Reasoning via Adverse Outcome Pathway

Paper • 2604.06264 • Published Apr 7 • 4

upvoted 2 papers 2 months ago

Learning from Negative Samples in Generative Biomedical Entity Linking

Paper • 2408.16493 • Published Aug 29, 2024 • 1

ASGuard: Activation-Scaling Guard to Mitigate Targeted Jailbreaking Attack

Paper • 2509.25843 • Published Apr 14 • 20

upvoted a paper 7 months ago

The Curious Case of Analogies: Investigating Analogical Reasoning in Large Language Models

Paper • 2511.20344 • Published Nov 25, 2025 • 14

upvoted a paper 9 months ago

Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training

Paper • 2509.25758 • Published Sep 30, 2025 • 25

upvoted a paper 11 months ago

HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches

Paper • 2508.08088 • Published Aug 11, 2025 • 29

updated a collection 11 months ago

Med-PRM

Collection

This collection hosts Med-PRM series introduced in paper, Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards • 7 items • Updated Aug 16, 2025 • 4

upvoted a collection 11 months ago

Med-PRM

Collection

This collection hosts Med-PRM series introduced in paper, Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards • 7 items • Updated Aug 16, 2025 • 4

updated a dataset 11 months ago

dmis-lab/llama-3.1-medprm-reward-raw-test-set

Viewer • Updated Aug 16, 2025 • 5.47k • 5

published a dataset 11 months ago

dmis-lab/llama-3.1-medprm-reward-raw-test-set

Viewer • Updated Aug 16, 2025 • 5.47k • 5

upvoted a paper 11 months ago

CoTox: Chain-of-Thought-Based Molecular Toxicity Reasoning and Prediction

Paper • 2508.03159 • Published Aug 5, 2025 • 23

updated a collection 12 months ago

Med-PRM

Collection

This collection hosts Med-PRM series introduced in paper, Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards • 7 items • Updated Aug 16, 2025 • 4

updated a dataset 12 months ago

dmis-lab/llama-3.1-medprm-reward-raw-training-set

Viewer • Updated Jul 11, 2025 • 11.7k • 11

published a dataset 12 months ago

dmis-lab/llama-3.1-medprm-reward-raw-training-set

Viewer • Updated Jul 11, 2025 • 11.7k • 11

updated a collection about 1 year 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 Jun 26, 2025 • 4