SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals

International Workshop on Semantic Evaluation (SemEval), 2010

23 November 2019

Papers citing "SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals"

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Title
AmalREC: A Dataset for Relation Extraction and Classification Leveraging Amalgamation of Large Language Models Mansi Pranshu Pandya Mahek Bhavesh Vora Soumya Bharadwaj Ashish Anand 182 0 0 31 Dec 2024
The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning Shaobo Cui Zhijing Jin Bernhard Schölkopf Boi Faltings CML LRM 210 7 0 27 Jun 2024
Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks Sefika Efeoglu Adrian Paschke 211 6 0 20 Jun 2024
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction Guozheng Li Peng Wang Wenjun Ke Yikai Guo Ke Ji Ziyu Shang Jiajun Liu Zijie Xu LRM ReLM 281 11 0 27 Apr 2024
Retrieval-Augmented Generation-based Relation Extraction Sefika Efeoglu Adrian Paschke 182 13 0 20 Apr 2024
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Zixuan Li Yutao Zeng Yuxin Zuo Weicheng Ren Wenxuan Liu ... Yidan Liu Pan Yang Xiaolong Jin Jiafeng Guo Xueqi Cheng OffRL 249 50 0 12 Mar 2024
IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus Honghao Gui Lin Yuan Hongbin Ye Ningyu Zhang Mengshu Sun Lei Liang Huajun Chen 307 17 0 22 Feb 2024
Enhancing Low-Resource Relation Representations through Multi-View Decoupling Chenghao Fan Wei Wei Xiaoye Qu Zhenyi Lu Wenfeng Xie Yu Cheng Dangyang Chen 298 10 0 26 Dec 2023
Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Haotian Chen Bingsheng Chen Xiangdong Zhou 214 8 0 20 Jun 2023
Semi-supervised Relation Extraction via Data Augmentation and Consistency-trainingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Komal K. Teru 209 6 0 16 Jun 2023
Weaker Than You Think: A Critical Look at Weakly Supervised LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 D. Zhu Xiaoyu Shen Marius Mosbach Andreas Stephan Dietrich Klakow NoLa 208 15 0 27 May 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Xuming Hu Aiwei Liu Zeqi Tan Xin Zhang Chenwei Zhang Irwin King Philip S. Yu 284 21 0 26 May 2023
Jointprop: Joint Semi-supervised Learning for Entity and Relation Extraction with Heterogeneous Graph-based PropagationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yandan Zheng Anran Hao Anh Tuan Luu 185 9 0 25 May 2023
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation ExtractorsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Kai Zhang Bernal Jiménez Gutiérrez Yu-Chuan Su 150 111 0 18 May 2023
GPT-RE: In-context Learning for Relation Extraction using Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Michele Focchi Fei Cheng Zhuoyuan Mao Qianying Liu Israfel Salazar Jiwei Li Sadao Kurohashi LRM 250 135 0 03 May 2023
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao Shikun Zhang ELM AI4MH 484 198 0 23 Apr 2023
LabelPrompt: Effective Prompt-based Learning for Relation ClassificationAsian Conference on Machine Learning (ACML), 2023 Weinan Zhang Xiaoning Song Zhenhua Feng Tianyang Xu Xiaojun Wu VLM 201 5 0 16 Feb 2023
Continual Contrastive Finetuning Improves Low-Resource Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Wenxuan Zhou Sheng Zhang Tristan Naumann Muhao Chen Hoifung Poon 305 12 0 21 Dec 2022
ThreatKG: A Threat Knowledge Graph for Automated Open-Source Cyber Threat Intelligence Gathering and Management Peng Gao Xiaoyuan Liu E. Choi Sibo Ma Xinyu Yang Zheng Ji Zilin Zhang Dawn Song 53 7 0 20 Dec 2022
Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 2022CASE (CASE), 2022 Fiona Anting Tan Hansi Hettiarachchi Ali Hurriyetouglu Tommaso Caselli Onur Uca Farhana Ferdousi Liza Nelleke Oostdijk 145 28 0 22 Nov 2022
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 270 0 0 11 Nov 2022
SepLL: Separating Latent Class Labels from Weak Supervision NoiseConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Andreas Stephan Vasiliki Kougia Benjamin Roth 166 8 0 25 Oct 2022
Augmenting Task-Oriented Dialogue Systems with Relation Extraction Andrew Lee Zhe Chen Kevin Leach Jonathan K. Kummerfeld 129 1 0 24 Oct 2022
Span-based joint entity and relation extraction augmented with sequence tagging mechanismScience China Information Sciences (Sci. China Inf. Sci.), 2022 Bing Ji Shasha Li Hao Xu Jie Yu Jun Ma Bin Ji Jing Yang 149 7 0 23 Oct 2022
CrossRE: A Cross-Domain Dataset for Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Elisa Bassignana Barbara Plank 155 28 0 17 Oct 2022
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction Sheng Zhang Patrick Ng Zhiguo Wang Bing Xiang 268 5 0 10 Jun 2022
Revisiting DocRED -- Addressing the False Negative Problem in Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Qingyu Tan Lu Xu Lidong Bing Hwee Tou Ng Sharifah Mahani Aljunied 225 93 0 25 May 2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Rishabh Bhardwaj Amrita Saha Guosheng Lin Soujanya Poria VLM VPVLM 167 8 0 23 May 2022
Summarization as Indirect Supervision for Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 201 59 0 19 May 2022
Why only Micro-F1? Class Weighting of Measures for Relation Classification David Harbecke Yuxuan Chen Leonhard Hennig Christoph Alt 143 26 0 19 May 2022
GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction Yiwei Wang Muhao Chen Wenxuan Zhou Yujun Cai Yuxuan Liang Bryan Hooi GNN 129 9 0 08 May 2022
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual AnalysisNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Yiwei Wang Muhao Chen Wenxuan Zhou Yujun Cai Yuxuan Liang Dayiheng Liu Baosong Yang Juncheng Liu Bryan Hooi CML 148 58 0 08 May 2022
Implicit N-grams Induced by RecurrenceNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Xiaobing Sun Wei Lu 148 4 0 05 May 2022
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Elisa Bassignana Barbara Plank 188 28 0 28 Apr 2022
CREER: A Large-Scale Corpus for Relation Extraction and Entity Recognition Yunyi Tang Chung Wu 3DV 54 1 0 27 Apr 2022
BioRED: A Rich Biomedical Relation Extraction Dataset Ling Luo Po-Ting Lai Chih-Hsuan Wei C. Arighi Zhiyong Lu 277 169 0 08 Apr 2022
Evaluating Prompts Across Multiple Choice Tasks In a Zero-Shot Setting Gabriel Orlanski LRM 137 2 0 29 Mar 2022
A Generative Model for Relation Extraction and Classification Jian Ni Gaetano Rossiello A. Gliozzo Radu Florian 126 5 0 26 Feb 2022
POTATO: exPlainable infOrmation exTrAcTion framewOrkInternational Conference on Information and Knowledge Management (CIKM), 2022 Adam Kovacs Kinga Gémes Eszter Iklódi Gábor Recski 288 5 0 31 Jan 2022
Disengagement Cause-and-Effect Relationships Extraction Using an NLP Pipeline Yang Zhang X. J. Yang Feng Zhou 140 18 0 05 Nov 2021
OpenPrompt: An Open-source Framework for Prompt-learningAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Ning Ding Shengding Hu Weilin Zhao Yulin Chen Zhiyuan Liu Haitao Zheng Maosong Sun VLM LLMAG 237 325 0 03 Nov 2021
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation ExtractionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Yuxin Xiao Zecheng Zhang Yuning Mao Carl Yang Jiawei Han RALM AI4TS 221 60 0 24 Sep 2021
WRENCH: A Comprehensive Benchmark for Weak Supervision Jieyu Zhang Yue Yu Yinghao Li Yujing Wang Yaming Yang Mao Yang Alexander Ratner 225 117 0 23 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 141 63 0 14 Sep 2021
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations Mohsen Fayyaz Ehsan Aghazadeh Ali Modarressi Hosein Mohebbi Mohammad Taher Pilehvar 140 21 0 13 Sep 2021
D-REX: Dialogue Relation Extraction with Explanations Alon Albalak Varun R. Embar Yi-Lin Tuan Lise Getoor Wenjie Wang 148 10 0 10 Sep 2021
CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision Zhongyang Li Xiao Ding Kuo Liao Bing Qin Ting Liu CML 220 20 0 21 Jul 2021
Distantly-Supervised Long-Tailed Relation Extraction Using Constraint GraphsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Tianming Liang Yang Liu Xiaoyan Liu Hao Zhang Gaurav Sharma Maozu Guo 301 28 0 24 May 2021
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction RecognitionIEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2021 Shengfei Lyu Xingyu Wu Jinlong Li Qiuju Chen Huanhuan Chen 259 5 0 19 May 2021
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and SystemNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Congyin Xia Wenpeng Yin Yihao Feng Philip Yu CLL VLM 168 55 0 24 Apr 2021