4 papers
Discuss More, Comment Less: Boosting Automated Research via Multi-Perspective Collaborative Review
Junkai Zhou, Jiajia Wu, Zhaoyi Zhang +2
As automated research is increasingly adopted for writing papers, automated review has become a critical link between paper generation and quality control. However, existing method…
MiraBench: Evaluating Action-Conditioned Reliability in Robotic World Models
Tianzhuo Yang, Zihan Shen, Zirui Mi +7
Action-conditioned world models are increasingly used as scalable simulators for robot learning, yet current evaluations provide limited evidence that their predictions are reliabl…
The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP
Sheriff Issaka, Keyi Wang, Yinka Ajibola +17
Despite representing nearly one-third of the world's languages, African languages remain critically underserved by modern NLP technologies, with 88\% classified as severely underre…
A Systematic Review of NLP for Ghanaian Languages: Datasets, Models, and a Research Roadmap
Sheriff Issaka, Erick Rosas Gonzalez, Zhaoyi Zhang +20
Natural Language Processing (NLP) for Ghana's 73 living indigenous languages remains deeply fragmented, under-resourced, and heavily skewed toward a single language. We present the…