A BERT Baseline for the Natural Questions

24 January 2019

Papers citing "A BERT Baseline for the Natural Questions"

24 / 74 papers shown

Title
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA Nora Kassner Hinrich Schütze RALM 19 68 0 02 May 2020
RikiNet: Reading Wikipedia Pages for Natural Question Answering Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Daxin Jiang Jiancheng Lv Nan Duan RALM 25 55 0 30 Apr 2020
ETC: Encoding Long and Structured Inputs in Transformers Joshua Ainslie Santiago Ontanon Chris Alberti Vaclav Cvicek Zachary Kenneth Fisher Philip Pham Anirudh Ravula Sumit Sanghai Qifan Wang Li Yang 12 54 0 17 Apr 2020
What do Models Learn from Question Answering Datasets? Priyanka Sen Amir Saffari RALM ELM 10 74 0 07 Apr 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 35 589 0 10 Mar 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
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering Shayne Longpre Yi Lu Zhucheng Tu Christopher DuBois 17 70 0 04 Dec 2019
Unsupervised Natural Question Answering with a Small Model Martin Andrews Sam Witteveen KELM ELM 11 4 0 19 Nov 2019
Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi RALM 17 104 0 10 Nov 2019
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner Hinrich Schütze 12 316 0 08 Nov 2019
The TechQA Dataset Vittorio Castelli Rishav Chakravarti Saswati Dana Anthony Ferritto Radu Florian ... Andrzej Sakrajda Avirup Sil Rosario A. Uceda-Sosa T. Ward Rong Zhang 16 43 0 08 Nov 2019
BERT for Evidence Retrieval and Claim Verification Shrishti Saha Shetu Christof Monz E. Mabande RALM 15 119 0 07 Oct 2019
Measuring Domain Portability and ErrorPropagation in Biomedical QA Stefan Hosein D. Andor Ryan T. McDonald 6 9 0 12 Sep 2019
Frustratingly Easy Natural Question Answering Lin Pan Rishav Chakravarti Anthony Ferritto Michael R. Glass A. Gliozzo Salim Roukos Radu Florian Avirup Sil 11 14 0 11 Sep 2019
A Discrete Hard EM Approach for Weakly Supervised Question Answering Sewon Min Danqi Chen Hannaneh Hajishirzi Luke Zettlemoyer 12 162 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 30 70 0 09 Sep 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References F. Böhm Yang Gao Christian M. Meyer Ori Shapira Ido Dagan Iryna Gurevych 17 107 0 03 Sep 2019
Multi-Granularity Representations of Dialog Shikib Mehri M. Eskénazi BDL 11 5 0 26 Aug 2019
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering Zhiguo Wang Patrick K. L. Ng Xiaofei Ma Ramesh Nallapati Bing Xiang OOD 6 243 0 22 Aug 2019
CFO: A Framework for Building Production NLP Systems Rishav Chakravarti Cezar Pendus Andrzej Sakrajda Anthony Ferritto Lin Pan ... Vittorio Castelli J. William Murdock Radu Florian Salim Roukos Avirup Sil 29 10 0 16 Aug 2019
On Identifiability in Transformers Gino Brunner Yang Liu Damian Pascual Oliver Richter Massimiliano Ciaramita Roger Wattenhofer ViT 19 186 0 12 Aug 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
A Novel Task-Oriented Text Corpus in Silent Speech Recognition and its Natural Language Generation Construction Method Dong Cao Dongdong Zhang Haibo Chen 15 3 0 19 Apr 2019
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 196 1,367 0 06 Jun 2016