Latent Retrieval for Weakly Supervised Open Domain Question Answering

1 June 2019

Papers citing "Latent Retrieval for Weakly Supervised Open Domain Question Answering"

50 / 285 papers shown

Title
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval Ruiyang Ren Shangwen Lv Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua Wu Haifeng Wang Ji-Rong Wen 130 92 0 13 Aug 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 175 330 0 12 Aug 2021
Domain-matched Pre-training Tasks for Dense Retrieval Barlas Oğuz Kushal Lakhotia Anchit Gupta Patrick Lewis Vladimir Karpukhin ... Xilun Chen Sebastian Riedel Wen-tau Yih Sonal Gupta Yashar Mehdad RALM 30 66 0 28 Jul 2021
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval Akari Asai Xinyan Velocity Yu Jungo Kasai Hannaneh Hajishirzi RALM LRM 27 70 0 26 Jul 2021
FaVIQ: FAct Verification from Information-seeking Questions Jungsoo Park Sewon Min Jaewoo Kang Luke Zettlemoyer Hannaneh Hajishirzi HILM 42 37 0 05 Jul 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints Yuxiang Wu Pasquale Minervini Pontus Stenetorp Sebastian Riedel 27 5 0 05 Jul 2021
A Theoretical Analysis of Fine-tuning with Linear Teachers Gal Shachaf Alon Brutzkus Amir Globerson 34 17 0 04 Jul 2021
Extreme Multi-label Learning for Semantic Matching in Product Search Wei-Cheng Chang Daniel Jiang Hsiang-Fu Yu C. Teo Jiong Zhang ... Qie Hu Nikhil Shandilya Vyacheslav Ievgrafov Japinder Singh Inderjit S. Dhillon 45 59 0 23 Jun 2021
Weakly Supervised Pre-Training for Multi-Hop Retriever Yeon Seonwoo Sang-Woo Lee Ji-Hoon Kim Jung-Woo Ha Alice Oh RALM 16 8 0 18 Jun 2021
On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study Divyansh Kaushik Douwe Kiela Zachary Chase Lipton Wen-tau Yih AAML 11 36 0 02 Jun 2021
Neural Machine Translation with Monolingual Translation Memory Deng Cai Yan Wang Huayang Li Wai Lam Lemao Liu 27 101 0 24 May 2021
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation Giovanni Bonetta R. Cancelliere Ding Liu Paul Vozila RALM 24 16 0 19 May 2021
RetGen: A Joint framework for Retrieval and Grounded Text Generation Modeling Yizhe Zhang Siqi Sun Xiang Gao Yuwei Fang Chris Brockett Michel Galley Jianfeng Gao Bill Dolan RALM 38 30 0 14 May 2021
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training Fangkai Jiao Yangyang Guo Yilin Niu Feng Ji Feng-Lin Li Liqiang Nie LRM 34 12 0 10 May 2021
D2S: Document-to-Slide Generation Via Query-Based Text Summarization Edward Sun Yufang Hou Dakuo Wang Yunfeng Zhang N. Wang 30 34 0 08 May 2021
Rethinking Search: Making Domain Experts out of Dilettantes Donald Metzler Yi Tay Dara Bahri Marc Najork LRM 38 46 0 05 May 2021
Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks Junhan Yang Zheng Liu Bowen Jin Jianxun Lian Defu Lian Akshay Soni Eun Yong Kang Yajun Wang Guangzhong Sun Xing Xie 46 1 0 22 Apr 2021
Efficient Retrieval Optimized Multi-task Learning He Fun S. Gandhi Sujith Ravi RALM 26 6 0 20 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 270 975 0 17 Apr 2021
Joint Passage Ranking for Diverse Multi-Answer Retrieval Sewon Min Kenton Lee Ming-Wei Chang Kristina Toutanova Hannaneh Hajishirzi 24 39 0 17 Apr 2021
A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering Yongqi Li Wenjie Li Liqiang Nie RALM 19 10 0 17 Apr 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 26 14 0 15 Apr 2021
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures Sushant Singh A. Mahmood AI4TS 60 94 0 23 Mar 2021
Open Domain Question Answering over Tables via Dense Retrieval Jonathan Herzig Thomas Müller Syrine Krichene Julian Martin Eisenschlos LMTD VLM RALM 50 101 0 22 Mar 2021
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval Gregor Geigle Jonas Pfeiffer Nils Reimers Ivan Vulić Iryna Gurevych 35 59 0 22 Mar 2021
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots Samson Tan Chenyu You AAML 34 35 0 17 Mar 2021
Open-book Video Captioning with Retrieve-Copy-Generate Network Ziqi Zhang Zhongang Qi Chun Yuan Ying Shan Bing Li Ying Deng Weiming Hu 31 92 0 09 Mar 2021
Pruning the Index Contents for Memory Efficient Open-Domain QA Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 29 8 0 21 Feb 2021
Open-Retrieval Conversational Machine Reading Yifan Gao Jingjing Li Chien-Sheng Wu M. Lyu Irwin King 51 17 0 17 Feb 2021
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations Haitian Sun Pat Verga Bhuwan Dhingra Ruslan Salakhutdinov William W. Cohen LRM 39 26 0 14 Feb 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel RALM 40 229 0 13 Feb 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup Luyu Gao Yunyi Zhang Jiawei Han Jamie Callan 34 92 0 18 Jan 2021
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests Jiaao Chen Diyi Yang 13 20 0 16 Jan 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 252 0 04 Jan 2021
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval Omar Khattab Christopher Potts Matei A. Zaharia RALM LRM 27 55 0 02 Jan 2021
Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen OOD LRM 139 37 0 01 Jan 2021
Multi-task Retrieval for Knowledge-Intensive Tasks Jean Maillard Vladimir Karpukhin Fabio Petroni Wen-tau Yih Barlas Oğuz Veselin Stoyanov Gargi Ghosh 215 64 0 01 Jan 2021
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 27 11 0 31 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 M. Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 211 87 0 29 Dec 2020
Learning Dense Representations of Phrases at Scale Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen RALM DML NAI 27 115 0 23 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 20 19 0 02 Dec 2020
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction Yifan Gao Henghui Zhu Patrick Ng Cicero Nogueira dos Santos Zhiguo Wang Feng Nan Dejiao Zhang Ramesh Nallapati Andrew O. Arnold Bing Xiang 20 22 0 26 Nov 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 14 92 0 25 Oct 2020
Differentiable Open-Ended Commonsense Reasoning Bill Yuchen Lin Haitian Sun Bhuwan Dhingra Manzil Zaheer Xiang Ren William W. Cohen ReLM LRM 13 41 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 191 55 0 23 Oct 2020
Neural Passage Retrieval with Improved Negative Contrast Jing Lu Gustavo Hernández Ábrego Ji Ma Jianmo Ni Yinfei Yang 29 25 0 23 Oct 2020
Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval Akari Asai Eunsol Choi RALM 47 51 0 22 Oct 2020
XOR QA: Cross-lingual Open-Retrieval Question Answering Akari Asai Jungo Kasai J. Clark Kenton Lee Eunsol Choi Hannaneh Hajishirzi 14 145 0 22 Oct 2020
Distilling Dense Representations for Ranking using Tightly-Coupled Teachers Sheng-Chieh Lin Jheng-Hong Yang Jimmy J. Lin 29 119 0 22 Oct 2020
Is Retriever Merely an Approximator of Reader? Sohee Yang Minjoon Seo RALM 24 39 0 21 Oct 2020