Adversarial Training for Low-Resource Disfluency Correction

V Bhat, P Jyothi, P Bhattacharyya - arXiv preprint arXiv:2306.06384, 2023 - arxiv.org
Disfluencies commonly occur in conversational speech. Speech with disfluencies can result
in noisy Automatic Speech Recognition (ASR) transcripts, which affects downstream tasks …

No perspective, no perception!! Perspective-aware Healthcare Answer Summarization

G Naik, S Chandakacherla, S Yadav… - arXiv preprint arXiv …, 2024 - arxiv.org
Healthcare Community Question Answering (CQA) forums offer an accessible platform for
individuals seeking information on various healthcare-related topics. People find such …

Boosting Disfluency Detection with Large Language Model as Disfluency Generator

Z Cheng, J Guo, H Sun, Y Zhang - arXiv preprint arXiv:2403.08229, 2024 - arxiv.org
Current disfluency detection methods heavily rely on costly and scarce human-annotated
data. To tackle this issue, some approaches employ heuristic or statistical features to …

Investigating the Role and Impact of Disfluency on Summarization

V Nathan, A Kumar, J Vepa - … of the 2023 Conference on Empirical …, 2023 - aclanthology.org
Contact centers handle both chat and voice calls for the same domain. As part of their
workflow, it is a standard practice to summarize the conversations once they conclude. A …