3 papers
cs.LG2026
Capacity-Dependent Effects of Data Selection for Reasoning
Cuong Dang, Hoang Anh Just, Ruoxi Jia
In reasoning supervised fine-tuning, candidate responses for the same instruction can differ substantially in how well they match the student's current distribution. Recent likelih…
cs.CL2026
Retrieval-Augmented Long-Context Translation for Cultural Image Captioning: Gators submission for AmericasNLP 2026 shared task
Aashish Dhawan, Christopher Driggers-Ellis, Dzmitry Kasinets +2
We present the University of Florida Gators submission to the AmericasNLP 2026 shared task on cultural image captioning for Indigenous languages. Our two-stage pipeline generates a…
cs.CL2025
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts
Haodi Ma, Dzmitry Kasinets, Daisy Zhe Wang
Multimodal knowledge graph completion (MMKGC) aims to predict missing links in multimodal knowledge graphs (MMKGs) by leveraging information from various modalities alongside struc…