Matching the Blanks: Distributional Similarity for Relation Learning

7 June 2019

Livio Baldini Soares

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

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Title
Inconsistent Few-Shot Relation Classification via Cross-Attentional Prototype Networks with Contrastive Learning Hongru Wang Zhijing Jin Jiarun Cao Gabriel Pui Cheong Fung Kam-Fai Wong 34 3 0 13 Oct 2021
Mention Memory: incorporating textual knowledge into Transformers through entity mention attention Michiel de Jong Yury Zemlyanskiy Nicholas FitzGerald Fei Sha William W. Cohen RALM 91 47 0 12 Oct 2021
MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction Tanishq Gupta Mohd Zaki N. M. A. Krishnan Mausam 111 192 0 30 Sep 2021
QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions Daniel Weiss Paul Roit Ayal Klein Ori Ernst Ido Dagan 58 18 0 26 Sep 2021
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang Basel Alomair 237 36 0 23 Sep 2021
Distilling Relation Embeddings from Pre-trained Language Models Asahi Ushio Jose Camacho-Collados Steven Schockaert 67 22 0 21 Sep 2021
A Relation-Oriented Clustering Method for Open Relation Extraction Jun Zhao Tao Gui Qi Zhang Yaqian Zhou 110 36 0 15 Sep 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 73 61 0 14 Sep 2021
Packed Levitated Marker for Entity and Relation Extraction Deming Ye Yankai Lin Peng Li Maosong Sun 204 112 0 13 Sep 2021
Exploring Task Difficulty for Few-Shot Relation Extraction Jiale Han Bo Cheng Wei Lu 85 79 0 12 Sep 2021
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction Manqing Dong Chunguang Pan Zhipeng Luo 264 42 0 09 Sep 2021
NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction Yi Sun Yu Zheng Chao Hao Hangping Qiu VLM 107 37 0 08 Sep 2021
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners Ningyu Zhang Luoqiu Li Xiang Chen Shumin Deng Zhen Bi Chuanqi Tan Fei Huang Huajun Chen VLM 146 180 0 30 Aug 2021
Prompt-Learning for Fine-Grained Entity Typing Ning Ding Yulin Chen Xu Han Guangwei Xu Pengjun Xie Haitao Zheng Zhiyuan Liu Juan-Zi Li Hong-Gee Kim 90 159 0 24 Aug 2021
Multi-Scale Feature and Metric Learning for Relation Extraction Mi Zhang T. Qian 59 0 0 28 Jul 2021
How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction Zikun Hu Yixin Cao Lifu Huang Tat-Seng Chua 46 14 0 26 Jul 2021
Improving Sentence-Level Relation Extraction through Curriculum Learning Seongsik Park Harksoo Kim 43 14 0 20 Jul 2021
Clinical Relation Extraction Using Transformer-based Models Xi Yang Zehao Yu Yi Guo Jiang Bian Yonghui Wu LM&MA MedIm 65 20 0 19 Jul 2021
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction Tao Chen Haizhou Shi Siliang Tang Zhigang Chen Leilei Gan Yueting Zhuang 61 56 0 21 Jun 2021
Element Intervention for Open Relation Extraction Liu Fangchao Lingyong Yan Hongyu Lin Xianpei Han Le Sun LRM 51 22 0 17 Jun 2021
Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model Wenkai Zhang Hongyu Lin Xianpei Han Le Sun Huidan Liu Zhicheng Wei N. Yuan 78 13 0 17 Jun 2021
Biomedical Entity Linking with Contrastive Context Matching Shogo Ujiie Hayate Iso Eiji Aramaki 74 6 0 14 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 171 862 0 14 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 98 25 0 11 Jun 2021
Discriminative Reasoning for Document-level Relation Extraction Wang Xu Kehai Chen Tiejun Zhao 145 62 0 03 Jun 2021
CLEVE: Contrastive Pre-training for Event Extraction Ziqi Wang Xiaozhi Wang Xu Han Yankai Lin Lei Hou Zhiyuan Liu Peng Li Juan-Zi Li Jie Zhou 84 118 0 30 May 2021
Inspecting the concept knowledge graph encoded by modern language models Carlos Aspillaga Marcelo Mendoza Alvaro Soto 72 13 0 27 May 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 106 531 0 24 May 2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park Jihyung Moon Sungdong Kim Won Ik Cho Jiyoon Han ... Seonghyun Kim Lucy Park Alice Oh Jung-Woo Ha Kyunghyun Cho ELM VLM 117 198 0 20 May 2021
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction Tianyu Gao Xu Han Keyue Qiu Yuzhuo Bai Zhiyu Xie Yankai Lin Zhiyuan Liu Peng Li Maosong Sun Jie Zhou ELM 82 31 0 20 May 2021
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition Shengfei Lyu Xingyu Wu Jinlong Li Qiuju Chen Huanhuan Chen 113 5 0 19 May 2021
Relation Classification with Entity Type Restriction Shengfei Lyu Huanhuan Chen 59 69 0 18 May 2021
ExcavatorCovid: Extracting Events and Relations from Text Corpora for Temporal and Causal Analysis for COVID-19 Bonan Min Benjamin Rozonoyer Haoling Qiu Alex Zamanian J. MacBride 66 13 0 05 May 2021
Enriched Attention for Robust Relation Extraction Heike Adel Jannik Strötgen 37 3 0 22 Apr 2021
Case-based Reasoning for Natural Language Queries over Knowledge Bases Rajarshi Das Manzil Zaheer Dung Ngoc Thai Ameya Godbole Ethan Perez Jay Yoon Lee Lizhen Tan L. Polymenakos Andrew McCallum 111 169 0 18 Apr 2021
DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction Abhyuday Bhartiya Kartikeya Badola Mausam 88 18 0 17 Apr 2021
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes O. Sabo Yanai Elazar Yoav Goldberg Ido Dagan 67 41 0 17 Apr 2021
Re-TACRED: Addressing Shortcomings of the TACRED Dataset George Stoica Emmanouil Antonios Platanios Barnabas Poczos 85 117 0 16 Apr 2021
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Xiang Chen Ningyu Zhang Xin Xie Shumin Deng Yunzhi Yao Chuanqi Tan Fei Huang Luo Si Huajun Chen 182 418 0 15 Apr 2021
A Sample-Based Training Method for Distantly Supervised Relation Extraction with Pre-Trained Transformers Mehrdad Nasser Mohamad Bagher Sajadi B. Minaei-Bidgoli 54 0 0 15 Apr 2021
Event Detection as Question Answering with Entity Information Emanuela Boros Jose G. Moreno A. Doucet 25 5 0 14 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 100 51 0 12 Apr 2021
Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction Luoqiu Li Xiang Chen Zhen Bi Xin Xie Shumin Deng Ningyu Zhang Chuanqi Tan Mosha Chen Huajun Chen AAML 112 7 0 01 Apr 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 60 52 0 31 Mar 2021
Multi-facet Universal Schema Rohan Paul Haw-Shiuan Chang Andrew McCallum CVBM 54 1 0 29 Mar 2021
REMOD: Relation Extraction for Modeling Online Discourse Matthew Sumpter Giovanni Luca Ciampaglia 23 2 0 22 Feb 2021
First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction Lianzhe Huang Peiyi Wang Sujian Li Tianyu Liu Xiaodong Zhang Zhicong Cheng Dawei Yin Houfeng Wang 224 28 0 17 Feb 2021
Jointly Learning Clinical Entities and Relations with Contextual Language Models and Explicit Context P. Barry Sam Henry Meliha Yetisgen Bridget T. McInnes Özlem Uzuner 13 1 0 17 Feb 2021
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations Haitian Sun Pat Verga Bhuwan Dhingra Ruslan Salakhutdinov William W. Cohen LRM 99 26 0 14 Feb 2021
Bootstrapping Relation Extractors using Syntactic Search by Examples Matan Eyal Asaf Amrami Hillel Taub-Tabib Yoav Goldberg NAI 36 7 0 09 Feb 2021