Search Results for author: Schrasing Tong

Found 4 papers, 1 papers with code

Investigating Bias in Image Classification using Model Explanations

no code implementations10 Dec 2020 Schrasing Tong, Lalana Kagal

We evaluated whether model explanations could efficiently detect bias in image classification by highlighting discriminating features, thereby removing the reliance on sensitive attributes for fairness calculations.

Bias Detection Classification +3

Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification

1 code implementation29 Feb 2020 Wei-Hung Weng, Yu-An Chung, Schrasing Tong

In the era of clinical information explosion, a good strategy for clinical text summarization is helpful to improve the clinical workflow.

Negation Negation Detection +1

Towards Unsupervised Speech-to-Text Translation

no code implementations4 Nov 2018 Yu-An Chung, Wei-Hung Weng, Schrasing Tong, James Glass

We present a framework for building speech-to-text translation (ST) systems using only monolingual speech and text corpora, in other words, speech utterances from a source language and independent text from a target language.

Denoising Language Modelling +3

Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces

no code implementations NeurIPS 2018 Yu-An Chung, Wei-Hung Weng, Schrasing Tong, James Glass

Recent research has shown that word embedding spaces learned from text corpora of different languages can be aligned without any parallel data supervision.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +5

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