3 papers
cs.CL2026
Rubric Spans are Label Representations: Joint LLM Encoding for Short Answer Scoring
Zhifan Sun, Sebastian Gombert, Fabian Zehner +3
Automatic Short Answer Scoring (ASAS) requires models that can score student responses against question-specific criteria while remaining efficient and transferable across rubric s…
eess.AS2026
Code-Switching Spoken Language Identification as Multi-Label Set Prediction
Shunsuke Mitsumori, Matthew Wiesner, Shigeo Morishima +1
Code-switched (CS) speech leaks through the monolingual language identification (LID) filters used to curate massive speech corpora, calling for CS-aware LID (CS-LID). We formulate…
eess.AS2025
Cross-lingual Data Selection Using Clip-level Acoustic Similarity for Enhancing Low-resource Automatic Speech Recognition
Shunsuke Mitsumori, Sara Kashiwagi, Keitaro Tanaka +1
This paper presents a novel donor data selection method to enhance low-resource automatic speech recognition (ASR). While ASR performs well in high-resource languages, its accuracy…