Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning

19 October 2020

Yanghua Xiao

Papers citing "Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning"

22 / 22 papers shown

Title
TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories Giannis Karamanolakis Jun Ma Xin Luna Dong 53 64 0 15 Apr 2020
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 373 6,472 0 26 Sep 2019
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering Rajarshi Das Shehzaad Dhuliawala Manzil Zaheer Andrew McCallum RALM LRM 51 164 0 14 May 2019
Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning Ziming Li Julia Kiseleva Maarten de Rijke 52 51 0 09 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
OpenTag: Open Attribute Value Extraction from Product Profiles [Deep Learning, Active Learning, Named Entity Recognition] Guineng Zheng Subhabrata Mukherjee Xin Luna Dong Feifei Li VLM 3DV 88 196 0 01 Jun 2018
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension Adams Wei Yu David Dohan Minh-Thang Luong Rui Zhao Kai Chen Mohammad Norouzi Quoc V. Le RALM AIMat 112 1,095 0 23 Apr 2018
Actor-Critic based Training Framework for Abstractive Summarization Piji Li Lidong Bing Wai Lam OffRL 77 49 0 28 Mar 2018
Deep Communicating Agents for Abstractive Summarization Asli Celikyilmaz Antoine Bosselut Xiaodong He Yejin Choi AI4CE 95 307 0 27 Mar 2018
RLlib: Abstractions for Distributed Reinforcement Learning Eric Liang Richard Liaw Philipp Moritz Robert Nishihara Roy Fox Ken Goldberg Joseph E. Gonzalez Michael I. Jordan Ion Stoica OffRL AI4CE 72 175 0 26 Dec 2017
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 69 198 0 10 Dec 2017
Deep Semantic Role Labeling with Self-Attention Zhixing Tan Mingxuan Wang Jun Xie Yidong Chen X. Shi 73 311 0 05 Dec 2017
Open-World Knowledge Graph Completion Baoxu Shi Tim Weninger 81 292 0 09 Nov 2017
DCN+: Mixed Objective and Deep Residual Coattention for Question Answering Caiming Xiong Victor Zhong R. Socher 85 109 0 31 Oct 2017
A Deep Reinforcement Learning Chatbot Iulian Serban Chinnadhurai Sankar M. Germain Saizheng Zhang Zhouhan Lin ... Dendi Suhubdy Vincent Michalski A. Nguyen Joelle Pineau Yoshua Bengio 106 235 0 07 Sep 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 208 1,560 0 11 May 2017
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 133 2,091 0 05 Nov 2016
Dataset and Neural Recurrent Sequence Labeling Model for Open-Domain Factoid Question Answering Peng Li Wei Li Zhen He Xuguang Wang Ying Cao Jie Zhou Wenyuan Xu 80 96 0 21 Jul 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 288 1,341 0 05 Jun 2016
Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning Karthik Narasimhan Adam Yala Regina Barzilay OffRL 92 152 0 25 Mar 2016
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 186 4,035 0 09 Aug 2015
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 206 7,729 0 02 Mar 2011