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
Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models Peter Hase Joey Tianyi Zhou Been Kim Asma Ghandeharioun MILM 50 169 0 10 Jan 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction Wenxuan Zhou Sheng Zhang Tristan Naumann Muhao Chen Hoifung Poon 59 6 0 21 Dec 2022
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? Lyne Tchapmi Mingyu Derek Ma Muhao Chen 43 21 0 21 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 284 0 19 Dec 2022
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 22 17 0 09 Dec 2022
Statistical and Computational Guarantees for Influence Diagnostics Jillian R. Fisher Lang Liu Krishna Pillutla Y. Choi Zaïd Harchaoui TDI 29 0 0 08 Dec 2022
PCRED: Zero-shot Relation Triplet Extraction with Potential Candidate Relation Selection and Entity Boundary Detection Yuquan Lan Dongxu Li Yunqi Zhang Hui Zhao Gang Zhao 29 4 0 26 Nov 2022
Learning with Silver Standard Data for Zero-shot Relation Extraction Tianyi Wang Jianwei Wang Ziqian Zeng 39 2 0 25 Nov 2022
Prompting GPT-3 To Be Reliable Chenglei Si Zhe Gan Zhengyuan Yang Shuohang Wang Jianfeng Wang Jordan L. Boyd-Graber Lijuan Wang KELM LRM 65 283 0 17 Oct 2022
Mass-Editing Memory in a Transformer Kevin Meng Arnab Sen Sharma A. Andonian Yonatan Belinkov David Bau KELM VLM 64 532 0 13 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 129 95 0 06 Oct 2022
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 70 77 0 28 Sep 2022
LM-CORE: Language Models with Contextually Relevant External Knowledge Jivat Neet Kaur S. Bhatia Milan Aggarwal Rachit Bansal Balaji Krishnamurthy KELM 22 13 0 12 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 43 5 0 01 Aug 2022
Improving Distantly Supervised Relation Extraction by Natural Language Inference Kang Zhou Qiao Qiao Yuepei Li Qi Li 20 8 0 31 Jul 2022
Re2G: Retrieve, Rerank, Generate Michael R. Glass Gaetano Rossiello Md. Faisal Mahbub Chowdhury Ankita Rajaram Naik Pengshan Cai A. Gliozzo RALM 35 85 0 13 Jul 2022
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 44 11 0 07 Jul 2022
QA Is the New KR: Question-Answer Pairs as Knowledge Bases Wenhu Chen William W. Cohen Michiel de Jong Nitish Gupta Alessandro Presta Pat Verga John Wieting 34 7 0 01 Jul 2022
QAGAN: Adversarial Approach To Learning Domain Invariant Language Features Shubham Shrivastava Kaiyue Wang OOD 34 2 0 24 Jun 2022
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 40 324 0 13 Jun 2022
FinBERT-MRC: financial named entity recognition using BERT under the machine reading comprehension paradigm Yuzhe Zhang Hong Zhang 51 27 0 31 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 23 12 0 25 May 2022
Summarization as Indirect Supervision for Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 65 52 0 19 May 2022
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering Md Arafat Sultan Avirup Sil Radu Florian OOD 34 6 0 15 May 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering Rongxiang Weng Chengyu Wang Minghui Qiu Qiuhui Shi Hongbin Wang Jun Huang Ming Gao RALM 39 16 0 06 May 2022
Unified Semantic Typing with Meaningful Label Inference James Y. Huang Bangzheng Li Lyne Tchapmi Muhao Chen 31 30 0 04 May 2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning Oscar Sainz Itziar Gonzalez-Dios Oier López de Lacalle Bonan Min Eneko Agirre 38 49 0 03 May 2022
Plug-and-Play Adaptation for Continuously-updated QA Kyungjae Lee Wookje Han Seung-won Hwang Hwaran Lee Joonsuk Park Sang-Woo Lee KELM 32 16 0 27 Apr 2022
Autoregressive Search Engines: Generating Substrings as Document Identifiers Michele Bevilacqua G. Ottaviano Patrick Lewis Wen-tau Yih Sebastian Riedel Fabio Petroni KELM RALM 42 156 0 22 Apr 2022
Hyperdecoders: Instance-specific decoders for multi-task NLP Hamish Ivison Matthew E. Peters AI4CE 39 20 0 15 Mar 2022
Read before Generate! Faithful Long Form Question Answering with Machine Reading Dan Su Xiaoguang Li Jindi Zhang Lifeng Shang Xin Jiang Qun Liu Pascale Fung HILM 27 59 0 01 Mar 2022
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models Daniel Gao Yantao Jia Lei Li Chengzhen Fu Zhicheng Dou Hao Jiang Xinyu Zhang Lei Chen Bo Zhao KELM 24 8 0 28 Feb 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 64 1,222 0 10 Feb 2022
WebFormer: The Web-page Transformer for Structure Information Extraction Qifan Wang Yi Fang Anirudh Ravula Fuli Feng Xiaojun Quan Dongfang Liu ViT 149 65 0 01 Feb 2022
"A Passage to India": Pre-trained Word Embeddings for Indian Languages Saurav Kumar Saunack Kumar Diptesh Kanojia P. Bhattacharyya 75 31 0 27 Dec 2021
MAVE: A Product Dataset for Multi-source Attribute Value Extraction Li Yang Qifan Wang Zac Yu Anand Kulkarni Sumit Sanghai Bin Shu Jonathan L. Elsas Bhargav Kanagal 21 67 0 16 Dec 2021
Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs Peter Hase Mona T. Diab Asli Celikyilmaz Xian Li Zornitsa Kozareva Veselin Stoyanov Joey Tianyi Zhou Srini Iyer KELM LRM 30 79 0 26 Nov 2021
True Few-Shot Learning with Prompts -- A Real-World Perspective Timo Schick Hinrich Schütze VLM 27 64 0 26 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 88 1,039 0 01 Nov 2021
Enhanced Language Representation with Label Knowledge for Span Extraction Pan Yang Xin Cong Zhenyu Sun Xingwu Liu 30 28 0 01 Nov 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 79 473 0 29 Oct 2021
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 230 344 0 21 Oct 2021
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation Pei Zhou Karthik Gopalakrishnan Behnam Hedayatnia Seokhwan Kim Jay Pujara Xiang Ren Yang Liu Dilek Z. Hakkani-Tür 44 41 0 16 Oct 2021
Hindsight: Posterior-guided training of retrievers for improved open-ended generation Ashwin Paranjape Omar Khattab Christopher Potts Matei A. Zaharia Christopher D. Manning RALM 72 43 0 14 Oct 2021
Towards Continual Knowledge Learning of Language Models Joel Jang Seonghyeon Ye Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Stanley Jungkyu Choi Minjoon Seo CLL KELM 233 151 0 07 Oct 2021
EntQA: Entity Linking as Question Answering Wenzheng Zhang Wenyue Hua K. Stratos 24 48 0 05 Oct 2021
Single-dataset Experts for Multi-dataset Question Answering Dan Friedman Ben Dodge Danqi Chen MoMe 134 26 0 28 Sep 2021
Slot Filling for Biomedical Information Extraction Yannis Papanikolaou Marlene Staib Justin Grace Francine Bennett MedIm 42 12 0 17 Sep 2021
An MRC Framework for Semantic Role Labeling Nan Wang Jiwei Li Yuxian Meng Xiaofei Sun Han Qiu Ziyao Wang Guoyin Wang Jun He 46 7 0 14 Sep 2021
Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework Yaqing Wang Haoda Chu Chao Zhang Jing Gao 38 39 0 11 Sep 2021