Simple and Effective Semi-Supervised Question Answering

2 April 2018

Papers citing "Simple and Effective Semi-Supervised Question Answering"

21 / 21 papers shown

Title
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges Vinay Samuel Houda Aynaou Arijit Ghosh Chowdhury Karthik Venkat Ramanan Aman Chadha SyDa 33 7 0 21 Sep 2023
LIQUID: A Framework for List Question Answering Dataset Generation Seongyun Lee Hyunjae Kim Jaewoo Kang RALM 41 19 0 03 Feb 2023
Generating Information-Seeking Conversations from Unlabeled Documents Gangwoo Kim Sungdong Kim Kang Min Yoo Jaewoo Kang 28 13 0 25 May 2022
Synthetic Target Domain Supervision for Open Retrieval QA Revanth Reddy Gangi Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 36 12 0 20 Apr 2022
Addressing Data Scarcity in Multimodal User State Recognition by Combining Semi-Supervised and Supervised Learning Hendric Voss H. Wersing S. Kopp 21 3 0 08 Feb 2022
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 28 0 0 10 Nov 2021
Relation-Guided Pre-Training for Open-Domain Question Answering Ziniu Hu Yizhou Sun Kai-Wei Chang RALM OnRL 31 6 0 21 Sep 2021
Bridging the Gap between Language Model and Reading Comprehension: Unsupervised MRC via Self-Supervision Ning Bian Xianpei Han Bo Chen Hongyu Lin Xianpei Han Le Sun SSL LRM 32 5 0 19 Jul 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 29 95 0 10 Feb 2021
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge Kai Sun Dian Yu Jianshu Chen Dong Yu Claire Cardie 27 12 0 12 Sep 2020
Teaching Machine Comprehension with Compositional Explanations Qinyuan Ye Xiao Huang Elizabeth Boschee Xiang Ren LRM ReLM 21 34 0 02 May 2020
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering Alexander R. Fabbri Patrick Ng Zhiguo Wang Ramesh Nallapati Bing Xiang 32 77 0 24 Apr 2020
Unsupervised Commonsense Question Answering with Self-Talk Vered Shwartz Peter West Ronan Le Bras Chandra Bhagavatula Yejin Choi ReLM SSL AI4MH LRM 19 257 0 11 Apr 2020
Improving the Robustness of QA Models to Challenge Sets with Variational Question-Answer Pair Generation Kazutoshi Shinoda Saku Sugawara Akiko Aizawa OOD 36 12 0 07 Apr 2020
Training Question Answering Models From Synthetic Data Raul Puri Ryan Spring M. Patwary M. Shoeybi Bryan Catanzaro ELM 24 159 0 22 Feb 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 13 85 0 06 Jan 2020
Improving Machine Reading Comprehension via Adversarial Training Ziqing Yang Yiming Cui Wanxiang Che Ting Liu Shijin Wang Guoping Hu 27 17 0 09 Nov 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Shiyue Zhang Joey Tianyi Zhou 24 140 0 13 Sep 2019
Frustratingly Easy Natural Question Answering Lin Pan Rishav Chakravarti Anthony Ferritto Michael R. Glass A. Gliozzo Salim Roukos Radu Florian Avirup Sil 24 14 0 11 Sep 2019
Span Selection Pre-training for Question Answering Michael R. Glass A. Gliozzo Rishav Chakravarti Anthony Ferritto Lin Pan G P Shrivatsa Bhargav Dinesh Garg Avirup Sil RALM 38 70 0 09 Sep 2019
Synthetic QA Corpora Generation with Roundtrip Consistency Chris Alberti D. Andor Emily Pitler Jacob Devlin Michael Collins SyDa 25 244 0 12 Jun 2019