Search Results for author: Vinh Q. Tran

Found 4 papers, 3 papers with code

ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning

2 code implementations22 Nov 2021 Vamsi Aribandi, Yi Tay, Tal Schuster, Jinfeng Rao, Huaixiu Steven Zheng, Sanket Vaibhav Mehta, Honglei Zhuang, Vinh Q. Tran, Dara Bahri, Jianmo Ni, Jai Gupta, Kai Hui, Sebastian Ruder, Donald Metzler

Despite the recent success of multi-task learning and transfer learning for natural language processing (NLP), few works have systematically studied the effect of scaling up the number of tasks during pre-training.

Denoising Multi-Task Learning

AgreeSum: Agreement-Oriented Multi-Document Summarization

no code implementations Findings (ACL) 2021 Richard Yuanzhe Pang, Adam D. Lelkes, Vinh Q. Tran, Cong Yu

Given the lack of existing datasets, we create a dataset for AgreeSum, and provide annotations on article-summary entailment relations for a subset of the clusters in the dataset.

Abstractive Text Summarization Document Summarization +1

Quiz-Style Question Generation for News Stories

1 code implementation18 Feb 2021 Adam D. Lelkes, Vinh Q. Tran, Cong Yu

As a first step towards measuring news informedness at a scale, we study the problem of quiz-style multiple-choice question generation, which may be used to survey users about their knowledge of recent news.

Distractor Generation Question-Answer-Generation +1

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