Zero-Shot Relation Extraction via Reading Comprehension

13 June 2017

Luke Zettlemoyer

Papers citing "Zero-Shot Relation Extraction via Reading Comprehension"

50 / 163 papers shown

Title
Asking It All: Generating Contextualized Questions for any Semantic Role Valentina Pyatkin Paul Roit Julian Michael Reut Tsarfaty Yoav Goldberg Ido Dagan 19 35 0 10 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 40 3,600 0 03 Sep 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling Michael R. Glass Gaetano Rossiello Md. Faisal Mahbub Chowdhury A. Gliozzo RALM 41 32 0 31 Aug 2021
MuSiQue: Multihop Questions via Single-hop Question Composition H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal LRM 32 232 0 02 Aug 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 23 28 0 15 Jun 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 49 24 0 11 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
Dependency Parsing as MRC-based Span-Span Prediction Leilei Gan Yuxian Meng Kun Kuang Xiaofei Sun Chun Fan Fei Wu Jiwei Li 40 21 0 17 May 2021
On the Influence of Masking Policies in Intermediate Pre-training Qinyuan Ye Belinda Z. Li Sinong Wang Benjamin Bolte Hao Ma Wen-tau Yih Xiang Ren Madian Khabsa 23 12 0 18 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 228 180 0 18 Apr 2021
Zero-shot Slot Filling with DPR and RAG Michael R. Glass Gaetano Rossiello A. Gliozzo 29 1 0 17 Apr 2021
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes O. Sabo Yanai Elazar Yoav Goldberg Ido Dagan 30 38 0 17 Apr 2021
Editing Factual Knowledge in Language Models Nicola De Cao Wilker Aziz Ivan Titov KELM 68 478 0 16 Apr 2021
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning Chih-Yao Chen Cheng-Te Li 29 94 0 10 Apr 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 21 49 0 31 Mar 2021
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction Shaowei Chen Yu Wang Jie Liu Yuelin Wang 27 176 0 13 Mar 2021
Few-Shot Question Answering by Pretraining Span Selection Ori Ram Yuval Kirstain Jonathan Berant Amir Globerson Omer Levy 36 97 0 02 Jan 2021
Learning to Generate Task-Specific Adapters from Task Description Qinyuan Ye Xiang Ren 117 29 0 02 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
Learning Dense Representations of Phrases at Scale Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen RALM DML NAI 27 117 0 23 Dec 2020
Recognizing Emotion Cause in Conversations Soujanya Poria Navonil Majumder Devamanyu Hazarika Deepanway Ghosal Rishabh Bhardwaj ... Romila Ghosh Abhinaba Roy Niyati Chhaya Alexander Gelbukh Rada Mihalcea 54 124 0 22 Dec 2020
Modifying Memories in Transformer Models Chen Zhu A. S. Rawat Manzil Zaheer Srinadh Bhojanapalli Daliang Li Felix X. Yu Sanjiv Kumar KELM 32 192 0 01 Dec 2020
mForms : Multimodal Form-Filling with Question Answering Larry Heck S. Heck Anirudh S. Sundar 64 6 0 24 Nov 2020
Learning from Task Descriptions Orion Weller Nicholas Lourie Matt Gardner Matthew E. Peters 53 89 0 16 Nov 2020
On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks Stephen Mussmann Robin Jia Percy Liang 29 15 0 10 Oct 2020
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data Shachar Rosenman Alon Jacovi Yoav Goldberg 22 28 0 07 Oct 2020
Autoregressive Entity Retrieval Nicola De Cao Gautier Izacard Sebastian Riedel Fabio Petroni 84 433 0 02 Oct 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems Andrea Madotto Samuel Cahyawijaya Genta Indra Winata Yan Xu Zihan Liu Zhaojiang Lin Pascale Fung 47 59 0 28 Sep 2020
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval Tiancheng Zhao Xiaopeng Lu Kyusong Lee RALM 23 86 0 28 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 44 125 0 24 Sep 2020
Global-to-Local Neural Networks for Document-Level Relation Extraction D. Wang Wei Hu E. Cao Weijian Sun NAI 18 118 0 22 Sep 2020
Biomedical named entity recognition using BERT in the machine reading comprehension framework Cong Sun Zhihao Yang Lei Wang Yin Zhang Hongfei Lin Jian Wang 15 94 0 03 Sep 2020
RuBQ: A Russian Dataset for Question Answering over Wikidata Vladislav Korablinov Pavel Braslavski RALM 34 23 0 21 May 2020
Differentiable Reasoning over a Virtual Knowledge Base Bhuwan Dhingra Manzil Zaheer Vidhisha Balachandran Graham Neubig Ruslan Salakhutdinov William W. Cohen 20 89 0 25 Feb 2020
Description Based Text Classification with Reinforcement Learning Duo Chai Wei Wu Qinghong Han Fei Wu Jiwei Li VLM 121 66 0 08 Feb 2020
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation Jian Guan Fei Huang Zhihao Zhao Xiaoyan Zhu Minlie Huang LRM SyDa 27 242 0 15 Jan 2020
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering Shayne Longpre Yi Lu Zhucheng Tu Christopher DuBois 27 70 0 04 Dec 2019
Reading the Manual: Event Extraction as Definition Comprehension Yunmo Chen Tongfei Chen Seth Ebner Aaron Steven White Benjamin Van Durme 30 63 0 03 Dec 2019
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering Jinhyuk Lee Minjoon Seo Hannaneh Hajishirzi Jaewoo Kang RALM LRM 21 31 0 07 Nov 2019
Coreference Resolution as Query-based Span Prediction Wei Wu Fei Wang Arianna Yuan Fei Wu Jiwei Li LRM 36 180 0 05 Nov 2019
Deep Bidirectional Transformers for Relation Extraction without Supervision Yannis Papanikolaou Ian Roberts Andrea Pierleoni ViT 17 21 0 01 Nov 2019
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Fei Wu Jiwei Li 34 629 0 25 Oct 2019
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension Adam Fisch Alon Talmor Robin Jia Minjoon Seo Eunsol Choi Danqi Chen 33 302 0 22 Oct 2019
Domain-agnostic Question-Answering with Adversarial Training Seanie Lee Donggyu Kim Jangwon Park OOD 35 72 0 21 Oct 2019
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs Yi-Lin Tuan Yun-Nung Chen Hung-yi Lee 26 71 0 01 Oct 2019
Question Answering is a Format; When is it Useful? Matt Gardner Jonathan Berant Hannaneh Hajishirzi Alon Talmor Sewon Min 23 51 0 25 Sep 2019
EQuANt (Enhanced Question Answer Network) Franccois-Xavier Aubet D. Danks Yuchen Zhu 21 3 0 24 Jun 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 22 443 0 14 Jun 2019
Learning to Ask Unanswerable Questions for Machine Reading Comprehension Haichao Zhu Li Dong Furu Wei Wenhui Wang Bing Qin Ting Liu RALM 21 31 0 14 Jun 2019
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index Minjoon Seo Jinhyuk Lee Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 21 153 0 13 Jun 2019