3 papers
cs.CL2026
LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges
Thi Huyen Nguyen, Zahra Ahmadi
The rapid growth of scientific submissions has pushed traditional peer review toward its scalability limits, motivating the exploration of large language models (LLMs) as intellige…
cs.CL2026
Beyond Tokenization: Direct Timestep Embedding and Contrastive Alignment for Time-Series Question Answering
Yafeng Wu, Huu Hiep Nguyen, Thin Nguyen +1
Recent advances in large language models (LLMs) have given rise to time-series question answering (TSQA), which formulates time-series analysis as natural-language question answeri…
cs.CL2026
Cross-Modal Rationale Transfer for Explainable Humanitarian Classification on Social Media
Thi Huyen Nguyen, Koustav Rudra, Wolfgang Nejdl
Advances in social media data dissemination enable the provision of real-time information during a crisis. The information comes from different classes, such as infrastructure dama…