End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems

12 October 2020

Siamak Shakeri

Cicero Nogueira dos Santos

Papers citing "End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems"

26 / 26 papers shown

Title
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 35 0 0 05 Feb 2024
GSQA: An End-to-End Model for Generative Spoken Question Answering Min-Han Shih Ho-Lam Chung Yu-Chi Pai Ming-Hao Hsu Guan-Ting Lin Shang-Wen Li Hung-yi Lee ELM AuLLM 33 2 0 15 Dec 2023
Using Weak Supervision and Data Augmentation in Question Answering Chumki Basu Binyuan Hui Allen McIntosh Wei Wang J. Wullert OOD 46 0 0 28 Sep 2023
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
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
Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models Aashka Trivedi Takuma Udagawa Michele Merler Rameswar Panda Yousef El-Kurdi Bishwaranjan Bhattacharjee 24 7 0 16 Mar 2023
LIQUID: A Framework for List Question Answering Dataset Generation Seongyun Lee Hyunjae Kim Jaewoo Kang RALM 33 19 0 03 Feb 2023
RHO ( $ρ$ ): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding Ziwei Ji Zihan Liu Nayeon Lee Tiezheng Yu Bryan Wilie Mini Zeng Pascale Fung HILM 23 53 0 03 Dec 2022
IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension Rifki Afina Putri Alice H. Oh 28 9 0 25 Oct 2022
Understanding Domain Learning in Language Models Through Subpopulation Analysis Zheng Zhao Yftah Ziser Shay B. Cohen 34 6 0 22 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
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Shamane Siriwardhana Rivindu Weerasekera Elliott Wen Tharindu Kaluarachchi R. Rana Suranga Nanayakkara VLM 14 160 0 06 Oct 2022
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training Gi-Cheon Kang Sungdong Kim Jin-Hwa Kim Donghyun Kwak Byoung-Tak Zhang 29 10 0 25 May 2022
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference Kai Hui Honglei Zhuang Tao Chen Zhen Qin Jing Lu ... Ji Ma Jai Gupta Cicero Nogueira dos Santos Yi Tay Donald Metzler 34 16 0 25 Apr 2022
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval R. Reddy Md Arafat Sultan M. Franz Avirup Sil Heng Ji 24 7 0 24 Apr 2022
StoryBuddy: A Human-AI Collaborative Chatbot for Parent-Child Interactive Storytelling with Flexible Parental Involvement Zheng Zhang Ying Xu Yanhao Wang Bingsheng Yao Daniel E. Ritchie Tongshuang Wu Mo Yu Dakuo Wang Toby Jia-Jun Li 19 116 0 13 Feb 2022
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding Revanth Reddy Gangi Reddy Xilin Rui Manling Li Xudong Lin Haoyang Wen ... Joey Tianyi Zhou Avirup Sil Shih-Fu Chang A. Schwing Heng Ji 22 31 0 20 Dec 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 77 1,030 0 01 Nov 2021
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
Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning Li Zhou Kevin Small Yong Zhang Sandeep Atluri 34 2 0 10 Sep 2021
ArchivalQA: A Large-scale Benchmark Dataset for Open Domain Question Answering over Historical News Collections Jiexin Wang Adam Jatowt Masatoshi Yoshikawa 33 33 0 08 Sep 2021
It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books Bingsheng Yao Dakuo Wang Tongshuang Wu Zheng Zhang Toby Jia-Jun Li Mo Yu Ying Xu AI4Ed 23 43 0 08 Sep 2021
Improving Factual Consistency of Abstractive Summarization via Question Answering Feng Nan Cicero Nogueira dos Santos Henghui Zhu Patrick K. L. Ng Kathleen McKeown Ramesh Nallapati Dejiao Zhang Zhiguo Wang Andrew O. Arnold Bing Xiang HILM 11 82 0 10 May 2021
Towards Robust Neural Retrieval Models with Synthetic Pre-Training Revanth Reddy Gangi Reddy Vikas Yadav Md Arafat Sultan M. Franz Vittorio Castelli Heng Ji Avirup Sil 18 14 0 15 Apr 2021
Cooperative Self-training of Machine Reading Comprehension Hongyin Luo Shang-Wen Li Ming Gao Seunghak Yu James R. Glass SyDa RALM 15 11 0 12 Mar 2021
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction Yifan Gao Henghui Zhu Patrick K. L. Ng Cicero Nogueira dos Santos Zhiguo Wang Feng Nan Dejiao Zhang Ramesh Nallapati Andrew O. Arnold Bing Xiang 12 22 0 26 Nov 2020