v1v2v3 (latest)

Dense Passage Retrieval for Open-Domain Question Answering

10 April 2020

Patrick Lewis

Sergey Edunov

Papers citing "Dense Passage Retrieval for Open-Domain Question Answering"

50 / 1,264 papers shown

Title
Studying Strategically: Learning to Mask for Closed-book QA Qinyuan Ye Belinda Z. Li Sinong Wang Benjamin Bolte Hao Ma Wen-tau Yih Xiang Ren Madian Khabsa OffRL 132 12 0 31 Dec 2020
Evidence-based Factual Error Correction James Thorne Andreas Vlachos KELM OffRL 132 59 0 31 Dec 2020
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions Shaobo Li Xiaoguang Li Lifeng Shang Xin Jiang Qun Liu Chengjie Sun Zhenzhou Ji Bingquan Liu RALM 118 33 0 31 Dec 2020
A Memory Efficient Baseline for Open Domain Question Answering Gautier Izacard Fabio Petroni Lucas Hosseini Nicola De Cao Sebastian Riedel Edouard Grave MQ 90 44 0 30 Dec 2020
Joint Verification and Reranking for Open Fact Checking Over Tables Michael Schlichtkrull Vladimir Karpukhin Barlas Oğuz M. Lewis Wen-tau Yih Sebastian Riedel 114 26 0 30 Dec 2020
Human Evaluation of Spoken vs. Visual Explanations for Open-Domain QA Ana Valeria González Gagan Bansal Angela Fan Robin Jia Yashar Mehdad Srini Iyer AAML 120 24 0 30 Dec 2020
Dialogue Response Selection with Hierarchical Curriculum Learning Yixuan Su Deng Cai Qingyu Zhou Zibo Lin Simon Baker Yunbo Cao Shuming Shi Nigel Collier Yan Wang 168 49 0 29 Dec 2020
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko Michael Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 316 90 0 29 Dec 2020
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes Nils Reimers Iryna Gurevych 108 62 0 28 Dec 2020
Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval Ivan Montero Shayne Longpre Ni Lao Andrew J. Frank Christopher DuBois LRM 82 5 0 28 Dec 2020
Learning Dense Representations of Phrases at Scale Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen RALM DML NAI 144 123 0 23 Dec 2020
Ultra-Fast, Low-Storage, Highly Effective Coarse-grained Selection in Retrieval-based Chatbot by Using Deep Semantic Hashing Tian Lan Xian-Ling Mao Xiaoyan Gao Wei Wei Heyan Huang 94 3 0 17 Dec 2020
Weakly Supervised Label Smoothing Gustavo Penha C. Hauff 71 3 0 15 Dec 2020
Traditional IR rivals neural models on the MS MARCO Document Ranking Leaderboard Leonid Boytsov VLM 70 4 0 15 Dec 2020
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 307 276 0 08 Dec 2020
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training R. Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 87 19 0 02 Dec 2020
CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims Thomas Diggelmann Jordan L. Boyd-Graber Jannis Bulian Massimiliano Ciaramita Markus Leippold 164 222 0 01 Dec 2020
IIRC: A Dataset of Incomplete Information Reading Comprehension Questions James Ferguson Matt Gardner Hannaneh Hajishirzi Tushar Khot Pradeep Dasigi RALM 84 60 0 13 Nov 2020
Generating Fact Checking Briefs Angela Fan Aleksandra Piktus Fabio Petroni Guillaume Wenzek Marzieh Saeidi Andreas Vlachos Antoine Bordes Sebastian Riedel HILM 129 59 0 10 Nov 2020
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search Chenyan Xiong Zhenghao Liu Si Sun Zhuyun Dai Kaitao Zhang S. Yu Zhiyuan Liu Hoifung Poon Jianfeng Gao Paul N. Bennett 63 11 0 03 Nov 2020
Differentiable Open-Ended Commonsense Reasoning Bill Yuchen Lin Haitian Sun Bhuwan Dhingra Manzil Zaheer Xiang Ren William W. Cohen ReLM LRM 102 43 0 24 Oct 2020
ReadOnce Transformers: Reusable Representations of Text for Transformers Shih-Ting Lin Ashish Sabharwal Tushar Khot 143 3 0 24 Oct 2020
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval Xinliang Frederick Zhang Heming Sun Xiang Yue Simon M. Lin Huan Sun RALM 179 17 0 24 Oct 2020
Answering Open-Domain Questions of Varying Reasoning Steps from Text Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 295 56 0 23 Oct 2020
Neural Passage Retrieval with Improved Negative Contrast Jing Lu Gustavo Hernández Ábrego Ji Ma Jianmo Ni Yinfei Yang 111 25 0 23 Oct 2020
XOR QA: Cross-lingual Open-Retrieval Question Answering Akari Asai Jungo Kasai J. Clark Kenton Lee Eunsol Choi Hannaneh Hajishirzi 176 159 0 22 Oct 2020
Distilling Dense Representations for Ranking using Tightly-Coupled Teachers Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin 107 124 0 22 Oct 2020
Is Retriever Merely an Approximator of Reader? Sohee Yang Minjoon Seo RALM 99 41 0 21 Oct 2020
Open Question Answering over Tables and Text Wenhu Chen Ming-Wei Chang Eva Schlinger Wenjie Wang William W. Cohen LMTD RALM 148 207 0 20 Oct 2020
Technical Question Answering across Tasks and Domains Wenhao Yu Lingfei Wu Yu Deng Qingkai Zeng R. Mahindru S. Guven Meng Jiang 72 8 0 19 Oct 2020
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua Wu Haifeng Wang RALM OffRL 317 631 0 16 Oct 2020
Neural Databases James Thorne Majid Yazdani Marzieh Saeidi Fabrizio Silvestri Sebastian Riedel A. Halevy NAI 125 9 0 14 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 493 653 0 13 Oct 2020
A Review on Fact Extraction and Verification Giannis Bekoulis Christina Papagiannopoulou Nikos Deligiannis 201 52 0 06 Oct 2020
Efficient One-Pass End-to-End Entity Linking for Questions Belinda Z. Li Sewon Min Srini Iyer Yashar Mehdad Wen-tau Yih 103 147 0 06 Oct 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 323 474 0 02 Oct 2020
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models Peng Xu M. Patwary Mohammad Shoeybi Raul Puri Pascale Fung Anima Anandkumar Bryan Catanzaro 111 132 0 02 Oct 2020
RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble Michael Bendersky Honglei Zhuang Ji Ma Shuguang Han Keith B. Hall Ryan T. McDonald 91 16 0 01 Oct 2020
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation Yinfei Yang Ning Jin Kuo Lin Mandy Guo Daniel Cer 107 32 0 29 Sep 2020
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval Tiancheng Zhao Xiaopeng Lu Kyusong Lee RALM 141 90 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 104 200 0 27 Sep 2020
Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering Shih-Ting Lin Greg Durrett 68 1 0 18 Sep 2020
Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen RALM 210 262 0 17 Sep 2020
Answering Any-hop Open-domain Questions with Iterative Document Reranking Ping Nie Yuyu Zhang Arun Ramamurthy Le Song 139 21 0 16 Sep 2020
AutoKG: Constructing Virtual Knowledge Graphs from Unstructured Documents for Question Answering Seunghak Yu Tianxing He James R. Glass 51 5 0 20 Aug 2020
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets Patrick Lewis Pontus Stenetorp Sebastian Riedel OOD ELM 187 190 0 06 Aug 2020
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets Victor C. Dibia 50 17 0 30 Jul 2020
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Shayne Longpre Yi Lu Joachim Daiber ELM HILM 177 176 0 30 Jul 2020
Conformer-Kernel with Query Term Independence for Document Retrieval Bhaskar Mitra Sebastian Hofstatter Hamed Zamani Nick Craswell 78 21 0 20 Jul 2020
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Gautier Izacard Edouard Grave RALM 230 1,276 0 02 Jul 2020