Matching the Blanks: Distributional Similarity for Relation Learning

7 June 2019

Livio Baldini Soares

Papers citing "Matching the Blanks: Distributional Similarity for Relation Learning"

50 / 331 papers shown

Title
CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models Yusheng Su Xu Han Yankai Lin Zhengyan Zhang Zhiyuan Liu Peng Li Jie Zhou Maosong Sun 73 10 0 07 Feb 2021
When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data Peter Hase Joey Tianyi Zhou XAI 129 89 0 03 Feb 2021
Neural Data Augmentation via Example Extrapolation Kenton Lee Kelvin Guu Luheng He Timothy Dozat Hyung Won Chung 76 72 0 02 Feb 2021
Process-Level Representation of Scientific Protocols with Interactive Annotation Ronen Tamari Fan Bai Alan Ritter Gabriel Stanovsky 91 19 0 25 Jan 2021
Structured Prediction as Translation between Augmented Natural Languages Giovanni Paolini Ben Athiwaratkun Jason Krone Jie Ma Alessandro Achille Rishita Anubhai Cicero Nogueira dos Santos Bing Xiang Stefano Soatto 90 295 0 14 Jan 2021
Adaptive Prototypical Networks with Label Words and Joint Representation Learning for Few-Shot Relation Classification Yan Xiao Yaochu Jin K. Hao 102 44 0 10 Jan 2021
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions Shaobo Li Xiaoguang Li Lifeng Shang Xin Jiang Qun Liu Chengjie Sun Zhenzhou Ji Bingquan Liu RALM 92 32 0 31 Dec 2020
An Empirical Study of Using Pre-trained BERT Models for Vietnamese Relation Extraction Task at VLSP 2020 Pham Quang Nhat Minh 61 2 0 18 Dec 2020
Leveraging Event Specific and Chunk Span features to Extract COVID Events from tweets Ayush Kaushal Tejas Vaidhya 42 4 0 18 Dec 2020
Causal BERT : Language models for causality detection between events expressed in text Vivek Khetan Roshni Ramnani M. Anand Shubhashis Sengupta Andrew E.Fano 62 47 0 10 Dec 2020
Complex Relation Extraction: Challenges and Opportunities Haiyun Jiang Qiaoben Bao Qiao Cheng Deqing Yang Li Wang Yanghua Xiao 102 13 0 09 Dec 2020
Improving Relation Extraction by Leveraging Knowledge Graph Link Prediction George Stoica Emmanouil Antonios Platanios Barnabas Poczos ReLM 49 3 0 09 Dec 2020
Event Guided Denoising for Multilingual Relation Learning Amith Ananthram Emily Allaway Kathleen McKeown 46 2 0 04 Dec 2020
Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning Daniel Grießhaber J. Maucher Ngoc Thang Vu 74 46 0 04 Dec 2020
Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction Yixin Cao Jun Kuang Ming Gao Aoying Zhou Yonggang Wen Tat-Seng Chua 142 23 0 27 Nov 2020
Learning Informative Representations of Biomedical Relations with Latent Variable Models Harshil Shah Julien Fauqueur 15 0 0 20 Nov 2020
Entity Recognition and Relation Extraction from Scientific and Technical Texts in Russian E. Bruches Alexey Pauls Tatiana Batura Vladimir Isachenko 39 7 0 19 Nov 2020
Biomedical Information Extraction for Disease Gene Prioritization Jupinder Parmar William C. Koehler Martin Bringmann Katharina Sophia Volz Berk Kapicioglu 14 6 0 10 Nov 2020
Denoising Relation Extraction from Document-level Distant Supervision Chaojun Xiao Yuan Yao Ruobing Xie Xu Han Zhiyuan Liu Maosong Sun Fen Lin Leyu Lin 74 41 0 08 Nov 2020
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction Haiyang Yu Ningyu Zhang Shumin Deng Hongbin Ye Wei Zhang Huajun Chen 69 49 0 30 Oct 2020
A Frustratingly Easy Approach for Entity and Relation Extraction Zexuan Zhong Danqi Chen 229 108 0 24 Oct 2020
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou Kevin Huang Tengyu Ma Jing Huang 126 282 0 21 Oct 2020
Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training Yingyao Wang Junwei Bao Guangyi Liu Youzheng Wu Xiaodong He Bowen Zhou Tiejun Zhao 59 41 0 21 Oct 2020
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification Abdullatif Köksal Arzucan Özgür 89 19 0 19 Oct 2020
Cross-Lingual Relation Extraction with Transformers Jian Ni Taesun Moon Parul Awasthy Radu Florian ViT 35 6 0 16 Oct 2020
CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring Jiaxin Huang Yiqing Xie Yu Meng Yunyi Zhang Jiawei Han 92 37 0 13 Oct 2020
Model Selection for Cross-Lingual Transfer Yang Chen Alan Ritter 78 12 0 13 Oct 2020
Using Type Information to Improve Entity Coreference Resolution Sopan Khosla Carolyn Rose NAI 49 18 0 12 Oct 2020
EFSG: Evolutionary Fooling Sentences Generator Marco Di Giovanni Marco Brambilla AAML 61 3 0 12 Oct 2020
Relation Classification as Two-way Span-Prediction Amir D. N. Cohen Shachar Rosenman Yoav Goldberg 69 18 0 09 Oct 2020
Learning from Context or Names? An Empirical Study on Neural Relation Extraction Hao Peng Tianyu Gao Xu Han Yankai Lin Peng Li Zhiyuan Liu Maosong Sun Jie Zhou 82 207 0 05 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 132 676 0 02 Oct 2020
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding Donghan Yu Chenguang Zhu Yiming Yang Michael Zeng KELM 78 145 0 02 Oct 2020
RDSGAN: Rank-based Distant Supervision Relation Extraction with Generative Adversarial Framework Guoqing Luo Jiaxin Pan Min Peng 32 1 0 30 Sep 2020
CokeBERT: Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models Yusheng Su Xu Han Zhengyan Zhang Peng Li Zhiyuan Liu Yankai Lin Jie Zhou Maosong Sun ODL 80 25 0 29 Sep 2020
Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng Runxin Xu Baobao Chang Lei Li 95 231 0 29 Sep 2020
DWIE: an entity-centric dataset for multi-task document-level information extraction Klim Zaporojets Johannes Deleu Chris Develder Thomas Demeester 74 61 0 26 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 144 128 0 24 Sep 2020
AutoRC: Improving BERT Based Relation Classification Models via Architecture Search Wei-wei Zhu Xipeng Qiu Yuan Ni Guotong Xie 43 18 0 22 Sep 2020
Leveraging Semantic Parsing for Relation Linking over Knowledge Bases Nandana Mihindukulasooriya Gaetano Rossiello Pavan Kapanipathi Ibrahim Abdelaziz Srinivas Ravishankar Mo Yu A. Gliozzo Salim Roukos Alexander G. Gray 32 24 0 16 Sep 2020
Semantic Relations and Deep Learning Vivi Nastase Stan Szpakowicz GNN 41 0 0 11 Sep 2020
Comparative Study of Language Models on Cross-Domain Data with Model Agnostic Explainability Mayank Chhipa Hrushikesh Mahesh Vazurkar Abhijeet Kumar Mridul Mishra 25 0 0 09 Sep 2020
Entity and Evidence Guided Relation Extraction for DocRED Kevin Huang Guangtao Wang Tengyu Ma Jing Huang 71 9 0 27 Aug 2020
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries Benjamin Heinzerling Kentaro Inui KELM 68 133 0 20 Aug 2020
Distantly Supervised Relation Extraction in Federated Settings Dianbo Sui Yubo Chen Kang Liu Jun Zhao FedML 71 11 0 12 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 153 30 0 31 Jul 2020
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 178 1,794 0 31 Jul 2020
IITK-RSA at SemEval-2020 Task 5: Detecting Counterfactuals Anirudh Ojha Rohin Garg Shashank Gupta Ashutosh Modi 26 6 0 21 Jul 2020
Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs Meng Qu Tianyu Gao Louis-Pascal Xhonneux Jian Tang BDL 98 112 0 05 Jul 2020
Pynsett: A programmable relation extractor A. Cetoli 28 0 0 04 Jul 2020