Deep Cognition and Language Research (DeCLaRe) Lab

Deep Cognition and Language Research (DeCLaRe) Lab on Hugging Face Daily Papers: 11 papers, 0 in the top 3 of their day, 0 paper of the day.

1. MNIST-PRO: MNIST is Back as a Partially Observable World for AI Agents 8 upvotes, #22 of 2026-09-01
2. ScrambleToolBench: Agents Search Exhaustively Even When Their Own Map Points to the Next Step 11 upvotes, #27 of 2026-08-04
3. IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation 9 upvotes, #12 of 2026-07-27
4. On the Limits of LLM-as-Judge for Scientific Novelty Assessment 3 upvotes, #36 of 2026-06-10
5. GRAIL: Gradient-Reweighted Advantages for Reinforcement Learning with Verifiable Rewards 4 upvotes, #34 of 2026-06-03
6. Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics 39 upvotes, #9 of 2025-12-16
7. NORA-1.5: A Vision-Language-Action Model Trained using World Model- and Action-based Preference Rewards 11 upvotes, #13 of 2025-11-18
8. 10 Open Challenges Steering the Future of Vision-Language-Action Models 5 upvotes, #21 of 2025-11-11
9. Demystifying deep search: a holistic evaluation with hint-free multi-hop questions and factorised metrics 4 upvotes, #30 of 2025-10-08
10. Training Vision-Language Process Reward Models for Test-Time Scaling in Multimodal Reasoning: Key Insights and Lessons Learned 5 upvotes, #21 of 2025-10-02
11. OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always! 10 upvotes, #27 of 2025-10-01

Data: hysts-bot-data/daily-papers-stats and the Daily Papers API. Open data: tardellirs/paper-pulse-data. Sister project: Model Pulse, the download history of every model on the Hub.