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
WLV-RIT at HASOC-Dravidian-CodeMix-FIRE2020: Offensive Language Identification in Code-switched YouTube Comments Tharindu Ranasinghe Sarthak Gupte Marcos Zampieri Ifeoma Nwogu 7 17 0 01 Nov 2020
Accelerating Training of Transformer-Based Language Models with Progressive Layer Dropping Minjia Zhang Yuxiong He AI4CE 8 100 0 26 Oct 2020
Answering Open-Domain Questions of Varying Reasoning Steps from Text Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 191 55 0 23 Oct 2020
Technical Question Answering across Tasks and Domains W. Yu Lingfei Wu Yu Deng Qingkai Zeng R. Mahindru S. Guven Meng-Long Jiang 28 8 0 19 Oct 2020
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering W. Siblini Mohamed Challal Charlotte Pasqual 21 3 0 16 Oct 2020
AutoADR: Automatic Model Design for Ad Relevance Yiren Chen Yaming Yang Hong Sun Yujing Wang Yu Xu Wei Shen Rong Zhou Yunhai Tong Jing Bai Ruofei Zhang 34 3 0 14 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 219 610 0 13 Oct 2020
Predicting Clinical Trial Results by Implicit Evidence Integration Qiao Jin Chuanqi Tan Mosha Chen Xiaozhong Liu Songfang Huang 17 8 0 12 Oct 2020
InfoMiner at WNUT-2020 Task 2: Transformer-based Covid-19 Informative Tweet Extraction Hansi Hettiarachchi Tharindu Ranasinghe MedIm 6 21 0 11 Oct 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations Shauli Ravfogel Yanai Elazar Jacob Goldberger Yoav Goldberg 13 12 0 11 Oct 2020
Open-Domain Question Answering Goes Conversational via Question Rewriting R. Anantha Svitlana Vakulenko Zhucheng Tu Shayne Longpre S. Pulman Srinivas Chappidi LRM 25 161 0 10 Oct 2020
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval Tiancheng Zhao Xiaopeng Lu Kyusong Lee RALM 11 85 0 28 Sep 2020
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval Wenhan Xiong Xiang Lorraine Li Srini Iyer Jingfei Du Patrick Lewis ... Yashar Mehdad Wen-tau Yih Sebastian Riedel Douwe Kiela Barlas Oğuz 29 184 0 27 Sep 2020
Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering Shih-Ting Lin Greg Durrett 23 1 0 18 Sep 2020
Answering Any-hop Open-domain Questions with Iterative Document Reranking Ping Nie Yuyu Zhang Arun Ramamurthy Le Song 23 20 0 16 Sep 2020
Country Image in COVID-19 Pandemic: A Case Study of China Huimin Chen Zeyu Zhu Fanchao Qi Yining Ye Zhiyuan Liu Maosong Sun Jianbin Jin 14 27 0 12 Sep 2020
Accelerating Real-Time Question Answering via Question Generation Yuwei Fang Shuohang Wang Zhe Gan S. Sun Jingjing Liu Chenguang Zhu OnRL 10 16 0 10 Sep 2020
Revisiting the Open-Domain Question Answering Pipeline Sina J. Semnani Manish Pandey RALM LRM 9 5 0 02 Sep 2020
Multimodal Semi-supervised Learning Framework for Punctuation Prediction in Conversational Speech Monica Sunkara S. Ronanki Dhanush Bekal S. Bodapati Katrin Kirchhoff 6 32 0 03 Aug 2020
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets Victor C. Dibia 12 16 0 30 Jul 2020
Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset Edwin Zhang Nikhil Gupta Raphael Tang Xiao Han Ronak Pradeep ... Yue Zhang Rodrigo Nogueira Kyunghyun Cho Hui Fang Jimmy J. Lin 17 59 0 14 Jul 2020
Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification Hui Ye Zhiyu Zoey Chen Da-han Wang Brian D. Davison VLM 6 52 0 05 Jul 2020
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Gautier Izacard Edouard Grave RALM 11 1,106 0 02 Jul 2020
Relevance-guided Supervision for OpenQA with ColBERT Omar Khattab Christopher Potts Matei A. Zaharia RALM 6 95 0 01 Jul 2020
New Vietnamese Corpus for Machine Reading Comprehension of Health News Articles Kiet Van Nguyen Tin Van Huynh Duc-Vu Nguyen A. Nguyen N. Nguyen 16 40 0 19 Jun 2020
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media Hansi Hettiarachchi Mariam Adedoyin-Olowe Jagdev Bhogal M. Gaber 14 33 0 10 Jun 2020
Knowledge-Aided Open-Domain Question Answering Mantong Zhou Zhouxing Shi Minlie Huang Xiaoyan Zhu RALM 8 14 0 09 Jun 2020
An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features Shi-Yan Weng Tien-Hong Lo Berlin Chen 12 9 0 01 Jun 2020
Open-Retrieval Conversational Question Answering Chen Qu Liu Yang Cen Chen Minghui Qiu W. Bruce Croft Mohit Iyyer RALM 6 169 0 22 May 2020
Table Search Using a Deep Contextualized Language Model Zhiyu Zoey Chen M. Trabelsi J. Heflin Yinan Xu Brian D. Davison LMTD 18 56 0 19 May 2020
Context-Based Quotation Recommendation Ansel MacLaughlin Tao Chen Burcu Karagol Ayan Dan Roth 16 5 0 17 May 2020
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension Hongyu Gong Yelong Shen Dian Yu Jianshu Chen Dong Yu 19 41 0 16 May 2020
How Context Affects Language Models' Factual Predictions Fabio Petroni Patrick Lewis Aleksandra Piktus Tim Rocktaschel Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM 8 228 0 10 May 2020
The Cascade Transformer: an Application for Efficient Answer Sentence Selection Luca Soldaini Alessandro Moschitti 19 44 0 05 May 2020
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering Wenhan Xiong Hong Wang W. Wang RALM 23 17 0 30 Apr 2020
Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset: Preliminary Thoughts and Lessons Learned Edwin Zhang Nikhil Gupta Rodrigo Nogueira Kyunghyun Cho Jimmy J. Lin 6 60 0 10 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 48 3,540 0 10 Apr 2020
Talk to Papers: Bringing Neural Question Answering to Academic Search Tiancheng Zhao Kyusong Lee 12 13 0 04 Apr 2020
Differentiable Reasoning over a Virtual Knowledge Base Bhuwan Dhingra Manzil Zaheer Vidhisha Balachandran Graham Neubig Ruslan Salakhutdinov William W. Cohen 18 88 0 25 Feb 2020
Pre-training Tasks for Embedding-based Large-scale Retrieval Wei-Cheng Chang Felix X. Yu Yin-Wen Chang Yiming Yang Sanjiv Kumar RALM 11 301 0 10 Feb 2020
Conversations with Documents. An Exploration of Document-Centered Assistance Maartje ter Hoeve Robert Sim E. Nouri Adam Fourney Maarten de Rijke Ryen W. White 10 37 0 27 Jan 2020
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Wenhan Xiong Jingfei Du William Yang Wang Veselin Stoyanov SSL KELM 36 201 0 20 Dec 2019
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking Gustavo Penha C. Hauff 11 24 0 18 Dec 2019
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues Dataset Gustavo Penha Alex Bălan C. Hauff 26 54 0 10 Dec 2019
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 15 282 0 24 Nov 2019
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection Siddhant Garg Thuy Vu Alessandro Moschitti 17 214 0 11 Nov 2019
Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi RALM 25 104 0 10 Nov 2019
Cross-Lingual Relevance Transfer for Document Retrieval Peng Shi Jimmy J. Lin VLM 11 15 0 08 Nov 2019
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering Jinhyuk Lee Minjoon Seo Hannaneh Hajishirzi Jaewoo Kang RALM LRM 13 31 0 07 Nov 2019
Multi-Stage Document Ranking with BERT Rodrigo Nogueira Wei Yang Kyunghyun Cho Jimmy J. Lin 6 383 0 31 Oct 2019