Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning

25 March 2016

Papers citing "Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning"

50 / 62 papers shown

Title
Data Acquisition for Improving Model Fairness using Reinforcement Learning Jahid Hasan Romila Pradhan 57 0 0 04 Dec 2024
Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction Zepeng Ding Ruiyang Ke Wenhao Huang Guochao Jiang Yanda Li Deqing Yang Jiaqing Liang 18 0 0 17 Jun 2024
Successor Features for Efficient Multisubject Controlled Text Generation Mengyao Cao Mehdi Fatemi Jackie Chi Kit Cheung Samira Shabanian BDL 31 0 0 03 Nov 2023
Adaptive Ordered Information Extraction with Deep Reinforcement Learning Wenhao Huang Jiaqing Liang Zhixu Li Yanghua Xiao Chuanjun Ji OffRL 20 1 0 19 Jun 2023
Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction Xuming Hu Shiao Meng Chenwei Zhang Xiangli Yang Lijie Wen Irwin King Philip S. Yu 52 0 0 11 Nov 2022
Query Rewriting for Effective Misinformation Discovery Ashkan Kazemi Artem Abzaliev Naihao Deng Rui Hou Scott A. Hale Verónica Pérez-Rosas Rada Mihalcea KELM 32 2 0 14 Oct 2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents Shunyu Yao Howard Chen John Yang Karthik Narasimhan LLMAG LM&Ro 37 439 0 04 Jul 2022
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 63 206 0 26 May 2022
Feudal Reinforcement Learning by Reading Manuals Kai Wang Zhonghao Wang Mo Yu Humphrey Shi OffRL 30 0 0 13 Oct 2021
Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction Xuming Hu Chenwei Zhang Yawen Yang Xiaohe Li Li Lin Lijie Wen Philip S. Yu 53 59 0 14 Sep 2021
Boosting Search Engines with Interactive Agents Leonard Adolphs Benjamin Boerschinger Christian Buck Michelle Chen Huebscher Massimiliano Ciaramita ... Thomas Hofmann Yannic Kilcher Sascha Rothe Pier Giuseppe Sessa Lierni Sestorain Saralegui LLMAG 20 24 0 01 Sep 2021
A Survey on Deep Reinforcement Learning for Data Processing and Analytics Qingpeng Cai Can Cui Yiyuan Xiong Wei Wang Zhongle Xie Meihui Zhang OffRL 21 29 0 10 Aug 2021
A Coarse to Fine Question Answering System based on Reinforcement Learning Yu Wang Hongxia Jin 14 3 0 01 Jun 2021
Survey on reinforcement learning for language processing Víctor Uc Cetina Nicolás Navarro-Guerrero A. Martín-González C. Weber S. Wermter OffRL 24 101 0 12 Apr 2021
Syntactic and Semantic-driven Learning for Open Information Extraction Jialong Tang Yaojie Lu Hongyu Lin Xianpei Han Le Sun Xinyan Xiao Hua-Hong Wu 21 4 0 05 Mar 2021
Decontextualization: Making Sentences Stand-Alone Eunsol Choi J. Palomaki Matthew Lamm Tom Kwiatkowski Dipanjan Das Michael Collins 9 95 0 09 Feb 2021
NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks Rajkumar Ramamurthy R. Sifa Christian Bauckhage 13 5 0 16 Nov 2020
Global Attention for Name Tagging Boliang Zhang Spencer Whitehead Lifu Huang Heng Ji 45 17 0 19 Oct 2020
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning Ye Liu Sheng Zhang Rui Song Suo Feng Yanghua Xiao 27 8 0 19 Oct 2020
An Overview of Natural Language State Representation for Reinforcement Learning Brielen Madureira David Schlangen OffRL 6 9 0 19 Jul 2020
Maximizing Information Gain in Partially Observable Environments via Prediction Reward Yash Satsangi Sungsu Lim Shimon Whiteson F. Oliehoek Martha White 27 15 0 11 May 2020
Sparse, Dense, and Attentional Representations for Text Retrieval Y. Luan Jacob Eisenstein Kristina Toutanova M. Collins 30 395 0 01 May 2020
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning? Safa Messaoud Maghav Kumar A. Schwing 17 5 0 27 Apr 2020
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction Xu Han Tianyu Gao Yankai Lin Hao Peng Yaoliang Yang Chaojun Xiao Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 24 132 0 07 Apr 2020
Weakly Supervised Video Summarization by Hierarchical Reinforcement Learning Yiyan Chen Li Tao Xueting Wang T. Yamasaki OffRL 14 53 0 12 Jan 2020
Improving Neural Relation Extraction with Positive and Unlabeled Learning Zhengqiu He Wenliang Chen Yuyi Wang Wei Zhang Guanchu Wang Min Zhang SSL AI4TS 12 17 0 28 Nov 2019
On the Possibility of Rewarding Structure Learning Agents: Mutual Information on Linguistic Random Sets Ignacio Arroyo-Fernández Mauricio Carrasco-Ruiz J. A. Arias-Aguilar 6 0 0 09 Oct 2019
Learning Dynamic Context Augmentation for Global Entity Linking Xiyuan Yang Xiaotao Gu Sheng Lin Siliang Tang Yueting Zhuang Fei Wu Zhigang Chen Guoping Hu Xiang Ren 14 61 0 04 Sep 2019
Interactive Machine Comprehension with Information Seeking Agents Xingdi Yuan Jie Fu Marc-Alexandre Côté Yi Tay C. Pal Adam Trischler 33 16 0 27 Aug 2019
Dialog State Tracking with Reinforced Data Augmentation Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Qun Liu OffRL 11 25 0 21 Aug 2019
Learning Representations and Agents for Information Retrieval Rodrigo Nogueira AIFin 11 1 0 16 Aug 2019
Generating Information Extraction Patterns from Overlapping and Variable Length Annotations using Sequence Alignment Frank Meng C. Morioka Danne C. Elbers 14 1 0 09 Aug 2019
Latent Retrieval for Weakly Supervised Open Domain Question Answering Kenton Lee Ming-Wei Chang Kristina Toutanova RALM 14 992 0 01 Jun 2019
Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal Alex Long Joel Mason Alan Blair Wei Wang RALM 17 2 0 23 May 2019
Actively Seeking and Learning from Live Data Damien Teney Anton Van Den Hengel OOD 30 21 0 05 Apr 2019
A Survey on Deep Learning for Named Entity Recognition J. Li Aixin Sun Jianglei Han Chenliang Li 3DV 22 1,137 0 22 Dec 2018
A Hierarchical Framework for Relation Extraction with Reinforcement Learning Ryuichi Takanobu Tianyang Zhang Jiexi Liu Minlie Huang 22 223 0 09 Nov 2018
Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering Medhini Narasimhan Svetlana Lazebnik A. Schwing NAI GNN ReLM 18 11 0 01 Nov 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 28 144 0 15 Oct 2018
Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations Dipendra Kumar Misra Ming-Wei Chang Xiaodong He Wen-tau Yih OffRL 11 27 0 05 Sep 2018
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering Medhini Narasimhan A. Schwing 16 105 0 04 Sep 2018
Reinforcement Learning for Relation Classification from Noisy Data Jun Feng Minlie Huang Li Zhao Yang Yang Xiaoyan Zhu NoLa 6 340 0 24 Aug 2018
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers Dongxiang Zhang Lei Wang Nuo Xu B. Dai Heng Tao Shen ReLM AIMat 45 126 0 22 Aug 2018
Deep Reinforcement Learning for Chinese Zero pronoun Resolution Qingyu Yin Yu Zhang Weinan Zhang Ting Liu William Yang Wang 19 48 0 10 Jun 2018
Event Extraction with Generative Adversarial Imitation Learning Tongtao Zhang Heng Ji GAN OffRL 14 14 0 21 Apr 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 13 1,587 0 14 Mar 2018
Multimodal Storytelling via Generative Adversarial Imitation Learning Zhiqian Chen Xuchao Zhang Arnold P. Boedihardjo Jing Dai Chang-Tien Lu 21 12 0 05 Dec 2017
Visual Question Answering as a Meta Learning Task Damien Teney Anton Van Den Hengel OOD 34 42 0 22 Nov 2017
Indirect Supervision for Relation Extraction using Question-Answer Pairs Zeqiu Wu Xiang Ren Frank F. Xu Ji Li Jiawei Han 19 8 0 30 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 16 507 0 17 Oct 2017