End-to-End Open-Domain Question Answering with BERTserini

5 February 2019

Papers citing "End-to-End Open-Domain Question Answering with BERTserini"

50 / 219 papers shown

Title
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection Chenglong Wang Yi Lu Yongyu Mu Yimin Hu Tong Xiao Jingbo Zhu 32 8 0 01 Feb 2023
The Impacts of Unanswerable Questions on the Robustness of Machine Reading Comprehension Models Son Quoc Tran Phong Nguyen-Thuan Do Uyen Le Matt Kretchmar ELM AAML 28 7 0 31 Jan 2023
ViDeBERTa: A powerful pre-trained language model for Vietnamese Cong Dao Tran Nhut Huy Pham Anh-Viêt Nguyên Truong Son-Hy Tu Vu 11 14 0 25 Jan 2023
Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering Shaomu Tan Denis Paperno RALM 21 0 0 17 Dec 2022
Federated Few-Shot Learning for Mobile NLP Dongqi Cai Shangguang Wang Yaozong Wu F. Lin Mengwei Xu FedML 6 12 0 12 Dec 2022
REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory Ziniu Hu Ahmet Iscen Chen Sun Zirui Wang Kai-Wei Chang Yizhou Sun Cordelia Schmid David A. Ross Alireza Fathi RALM VLM 40 88 0 10 Dec 2022
Diverse Multi-Answer Retrieval with Determinantal Point Processes Poojitha Nandigam Nikhil Rayaprolu Manish Shrivastava 19 1 0 29 Nov 2022
A Survey for Efficient Open Domain Question Answering Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 28 33 0 15 Nov 2022
Miko Team: Deep Learning Approach for Legal Question Answering in ALQAC 2022 Hieu Nguyen Van Dat Nguyen Phuong Minh Nguyen M. Nguyen AILaw 11 7 0 04 Nov 2022
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Shujian Zhang Chengyue Gong Xingchao Liu RALM 37 6 0 02 Nov 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks Yuxiang Wu Yu Zhao Baotian Hu Pasquale Minervini Pontus Stenetorp Sebastian Riedel RALM KELM 48 43 0 30 Oct 2022
Cross-document Event Coreference Search: Task, Dataset and Modeling Alon Eirew Avi Caciularu Ido Dagan 42 10 0 23 Oct 2022
A BERT-based Deep Learning Approach for Reputation Analysis in Social Media Mohammad Wali Ur Rahman Sicong Shao Pratik Satam Salim Hariri Chris Padilla Zoe Taylor C. Nevarez 15 5 0 23 Oct 2022
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA Junjie Huang Wanjun Zhong Qianchu Liu Ming Gong Daxin Jiang Nan Duan VLM RALM LMTD 103 14 0 11 Oct 2022
Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering Hao Cheng Hao Fang Xiaodong Liu Jianfeng Gao RALM 33 5 0 11 Oct 2022
Artificial Intelligence and Natural Language Processing and Understanding in Space: A Methodological Framework and Four ESA Case Studies José Manuél Gómez-Pérez Andrés García-Silva R. Leone M. Albani Moritz Fontaine C. Poncet L. Summerer A. Donati Ilaria Roma Stefano Scaglioni 11 1 0 07 Oct 2022
SpaceQA: Answering Questions about the Design of Space Missions and Space Craft Concepts Andrés García-Silva Cristian Berrío José Manuél Gómez-Pérez J. Martínez-Heras A. Donati Ilaria Roma 25 6 0 07 Oct 2022
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering Mingxuan Ju W. Yu Tong Zhao Chuxu Zhang Yanfang Ye 61 24 0 06 Oct 2022
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 194 60 0 04 Oct 2022
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks Zhenhailong Wang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen Heng Ji VLM 38 9 0 01 Oct 2022
Interactive Question Answering Systems: Literature Review Giovanni Maria Biancofiore Yashar Deldjoo T. D. Noia E. Sciascio F. Narducci 34 13 0 04 Sep 2022
Tradeoffs in Resampling and Filtering for Imbalanced Classification Ryan Muther David Smith 6 0 0 31 Aug 2022
Continuous QA Learning with Structured Prompts Yinhe Zheng CLL 27 1 0 31 Aug 2022
LM-CORE: Language Models with Contextually Relevant External Knowledge Jivat Neet Kaur S. Bhatia Milan Aggarwal Rachit Bansal Balaji Krishnamurthy KELM 20 13 0 12 Aug 2022
PReGAN: Answer Oriented Passage Ranking with Weakly Supervised GAN Pan Du J. Nie Yutao Zhu Hao Jiang Lixin Zou Xiaohui Yan 66 3 0 05 Jul 2022
GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions Scott McCarley Mihaela A. Bornea Sara Rosenthal Anthony Ferritto Md Arafat Sultan Avirup Sil Radu Florian 14 1 0 16 Jun 2022
An Open-Domain QA System for e-Governance Radu Ion Andrei-Marius Avram Vasile Puaics Maria Mitrofan V. Mititelu Elena Irimia Valentin Badea 11 1 0 16 Jun 2022
A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge Dustin Schwenk Apoorv Khandelwal Christopher Clark Kenneth Marino Roozbeh Mottaghi 11 502 0 03 Jun 2022
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption Tianyu Chen Hangbo Bao Shaohan Huang Li Dong Binxing Jiao Daxin Jiang Haoyi Zhou Jianxin Li Furu Wei 15 96 0 01 Jun 2022
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs S. Amouyal Tomer Wolfson Ohad Rubin Ori Yoran Jonathan Herzig Jonathan Berant RALM VLM 13 21 0 25 May 2022
MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset Yahui Liu Hao-Yu Yang Chen Gong Qingrong Xia Zhenghua Li M. Zhang 24 1 0 13 May 2022
ISA-bEL: Intelligent Search Algorithm based on Entity Linking Rubén González Sendino Mónica Ortega Carlos Carrasco 22 1 0 09 May 2022
Answer Consolidation: Formulation and Benchmarking Wenxuan Zhou Qiang Ning Heba Elfardy Kevin Small Muhao Chen 23 4 0 29 Apr 2022
XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source Kiet Van Nguyen Phong Nguyen-Thuan Do N. D. Nguyen Tin Van Huynh A. Nguyen N. Nguyen 29 6 0 14 Apr 2022
From Rewriting to Remembering: Common Ground for Conversational QA Models Marco Del Tredici Xiaoyu Shen Gianni Barlacchi Bill Byrne Adria de Gispert KELM 11 10 0 08 Apr 2022
Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment Zichao Li Prakhar Sharma Xing Han Lù Jackie C.K. Cheung Siva Reddy HAI 25 26 0 06 Apr 2022
Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask Bilal Ghanem Lauren Lutz Coleman Julia Rivard Dexter Spencer McIntosh von der Ohe Alona Fyshe AI4Ed 14 27 0 06 Apr 2022
Multifaceted Improvements for Conversational Open-Domain Question Answering Tingting Liang Yixuan Jiang Congying Xia Ziqiang Zhao Yuyu Yin Philip S. Yu 11 4 0 01 Apr 2022
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection Xin Huang A. Khetan Rene Bidart Zohar S. Karnin 17 14 0 27 Mar 2022
Deep Reinforcement Agent for Efficient Instant Search Ravneet Arora Sreejith K. Menon Ayush Jain Nehil Jain 20 0 0 17 Mar 2022
Deep Understanding based Multi-Document Machine Reading Comprehension Feiliang Ren Yongkang Liu Bochao Li Zhibo Wang Yu Guo Shilei Liu Huimin Wu Jiaqi Wang Chunchao Liu Bingchao Wang 18 2 0 25 Feb 2022
Unleashing the Power of Transformer for Graphs Lingbing Guo Qiang Zhang Huajun Chen 19 8 0 18 Feb 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search Sungdong Kim Gangwoo Kim 17 26 0 15 Feb 2022
SQRQuerier: A Visual Querying Framework for Cross-national Survey Data Recycling Yamei Tu Olga Li Junpeng Wang Han-Wei Shen Przemek Powałko Irina Tomescu-Dubrow K. Slomczynski Spyros Blanas J. Jenkins 24 3 0 25 Jan 2022
Improving Biomedical Information Retrieval with Neural Retrievers Man Luo Arindam Mitra Tejas Gokhale Chitta Baral 35 32 0 19 Jan 2022
A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering Feng Gao Q. Ping Govind Thattai Aishwarya N. Reganti Yingting Wu Premkumar Natarajan 18 17 0 14 Jan 2022
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation Yuyan Chen Yanghua Xiao Bang Liu 10 16 0 13 Jan 2022
Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices Hariom A. Pandya Brijesh S. Bhatt 40 27 0 07 Dec 2021
Building a Question Answering System for the Manufacturing Domain Liu Xingguang Cheng Zhenbo Shen Zhengyuan Zhang Haoxin Meng Hangcheng Xu Xuesong Xiao Gang 32 9 0 19 Nov 2021
What makes us curious? analysis of a corpus of open-domain questions Zhaozhen Xu Amelia Howarth Nicole L. Briggs N. Cristianini 13 2 0 28 Oct 2021