Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering

13 September 2019

Papers citing "Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering"

38 / 38 papers shown

Title
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval Hongming Tan Shaoxiong Zhan Hai Lin Hai-Tao Zheng Wai Kin Chan RALM 53 1 0 29 Jul 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 30 0 0 05 Feb 2024
Training on Synthetic Data Beats Real Data in Multimodal Relation Extraction Zilin Du Haoxin Li Xu Guo Boyang Li 35 1 0 05 Dec 2023
Ask To The Point: Open-Domain Entity-Centric Question Generation Yuxiang Liu Jie Huang Kevin Chen-Chuan Chang 36 3 0 21 Oct 2023
A Practical Toolkit for Multilingual Question and Answer Generation Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados SyDa 26 13 0 27 May 2023
An Empirical Comparison of LM-based Question and Answer Generation Methods Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados 25 20 0 26 May 2023
ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance Kaushik Roy Manas Gaur Misagh Soltani Vipula Rawte A. Kalyan Amit P. Sheth AI4MH 33 27 0 13 May 2023
SkillQG: Learning to Generate Question for Reading Comprehension Assessment Xiaoqiang Wang Bang Liu Siliang Tang Lingfei Wu 23 3 0 08 May 2023
Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification Chunpu Xu Jing Li VLM 18 5 0 27 Mar 2023
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question Alireza Mohammadshahi Thomas Scialom Majid Yazdani Pouya Yanki Angela Fan James Henderson Marzieh Saeidi 26 20 0 02 Nov 2022
Closed-book Question Generation via Contrastive Learning Xiangjue Dong Jiaying Lu Jianling Wang James Caverlee 31 8 0 13 Oct 2022
Generative Language Models for Paragraph-Level Question Generation Asahi Ushio Fernando Alva-Manchego Jose Camacho-Collados ELM 13 45 0 08 Oct 2022
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation Xingdi Yuan Tong Wang Yen-Hsiang Wang Emery Fine Rania Abdelghani Pauline Lucas Hélene Sauzéon Pierre-Yves Oudeyer 30 29 0 22 Sep 2022
Enhancing Pre-trained Models with Text Structure Knowledge for Question Generation Zichen Wu Xin Jia Fanyi Qu Yunfang Wu 21 4 0 09 Sep 2022
QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance Xiaoqiang Wang Bang Liu Siliang Tang Lingfei Wu 27 9 0 29 Apr 2022
QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation Dan Su Peng-Tao Xu Pascale Fung 22 5 0 14 Feb 2022
Unified Question Generation with Continual Lifelong Learning Wei Yuan Hongzhi Yin Tieke He Tong Chen Qiufeng Wang Li-zhen Cui 33 10 0 24 Jan 2022
Improving Unsupervised Question Answering via Summarization-Informed Question Generation Chenyang Lyu Lifeng Shang Yvette Graham Jennifer Foster Xin Jiang Qun Liu 21 44 0 16 Sep 2021
Asking Questions Like Educational Experts: Automatically Generating Question-Answer Pairs on Real-World Examination Data Fanyi Qu Xin Jia Yunfang Wu AI4Ed 89 24 0 11 Sep 2021
Keep it Simple: Unsupervised Simplification of Multi-Paragraph Text Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst 19 60 0 07 Jul 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman OffRL 14 34 0 01 Jul 2021
Controllable Open-ended Question Generation with A New Question Type Ontology Shuyang Cao Lu Wang 10 49 0 01 Jul 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Mohit Bansal Diyi Yang 26 172 0 14 Jun 2021
Class-Incremental Experience Replay for Continual Learning under Concept Drift Lukasz Korycki Bartosz Krawczyk 8 31 0 24 Apr 2021
Quiz-Style Question Generation for News Stories Á. Lelkes Vinh Q. Tran Cong Yu 35 42 0 18 Feb 2021
Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting Wangchunshu Zhou Tao Ge Canwen Xu Ke Xu Furu Wei LRM 16 15 0 02 Jan 2021
EQG-RACE: Examination-Type Question Generation Xin Jia Wenjie Zhou Xu Sun Yunfang Wu AI4Ed 16 39 0 11 Dec 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Mohit Bansal OffRL 30 6 0 15 Nov 2020
Exploring Question-Specific Rewards for Generating Deep Questions Yuxi Xie Liangming Pan Dongzhe Wang Min-Yen Kan Yansong Feng 46 27 0 02 Nov 2020
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering Xiang Yue Xinliang Frederick Zhang Ziyu Yao Simon M. Lin Huan Sun LM&MA MedIm 21 35 0 30 Oct 2020
Multi-hop Question Generation with Graph Convolutional Network Dan Su Yan Xu Wenliang Dai Ziwei Ji Tiezheng Yu Pascale Fung 21 39 0 19 Oct 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan M. Zhou 15 37 0 04 Oct 2020
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge Kai Sun Dian Yu Jianshu Chen Dong Yu Claire Cardie 25 12 0 12 Sep 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 45 1,199 0 25 Feb 2020
Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus Bang Liu Haojie Wei Di Niu Haolan Chen Yancheng He 22 92 0 27 Jan 2020
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation Yu Chen Lingfei Wu Mohammed J. Zaki GNN 17 153 0 14 Aug 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu-Chiang Frank Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 77 1,549 0 08 May 2019
Speaker-Follower Models for Vision-and-Language Navigation Daniel Fried Ronghang Hu Volkan Cirik Anna Rohrbach Jacob Andreas Louis-Philippe Morency Taylor Berg-Kirkpatrick Kate Saenko Dan Klein Trevor Darrell LM&Ro LRM 257 496 0 07 Jun 2018