TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task

30 April 2020

Papers citing "TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task"

25 / 25 papers shown

Title
Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models Ye Liu Kai Zhang Aoran Gan Linan Yue Feng Hu Qi Liu Enhong Chen 22 0 0 12 Jul 2024
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks Bo Li Wei Ye Quan-ding Wang Wen Zhao Shikun Zhang VLM 30 1 0 14 Dec 2023
Primacy Effect of ChatGPT Yiwei Wang Yujun Cai Muhao Chen Yuxuan Liang Bryan Hooi ALM AI4MH LRM 33 13 0 20 Oct 2023
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data Qingyu Tan Lu Xu Lidong Bing Hwee Tou Ng 13 4 0 16 Jun 2023
How Fragile is Relation Extraction under Entity Replacements? Yiwei Wang Bryan Hooi Fei Wang Yujun Cai Yuxuan Liang Wenxuan Zhou Jing Tang Manjuan Duan Muhao Chen 56 5 0 22 May 2023
Sentence-Level Relation Extraction via Contrastive Learning with Descriptive Relation Prompts Jiewen Zheng Ze Chen 25 2 0 11 Apr 2023
LabelPrompt: Effective Prompt-based Learning for Relation Classification W. Zhang Xiaoning Song Zhenhua Feng Tianyang Xu Xiaojun Wu VLM 32 4 0 16 Feb 2023
DMOps: Data Management Operation and Recipes E. Choi Chanjun Park 27 7 0 02 Jan 2023
TIER-A: Denoising Learning Framework for Information Extraction Yongkang Li M. Zhang 18 0 0 13 Nov 2022
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification Y. Li Canran Xu Guodong Long Tao Shen Chongyang Tao Jing Jiang 38 1 0 11 Nov 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study Xin Xu Xiang Chen Ningyu Zhang Xin Xie Xi Chen Huajun Chen 17 10 0 19 Oct 2022
Improving Distantly Supervised Relation Extraction by Natural Language Inference Kang Zhou Qiao Qiao Yuepei Li Qi Li 18 8 0 31 Jul 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 24 36 0 04 May 2022
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification Elisa Bassignana Barbara Plank 21 20 0 28 Apr 2022
FREDA: Flexible Relation Extraction Data Annotation Michael Strobl Amine Trabelsi Osmar Zaiane 16 0 0 14 Apr 2022
Metadata Shaping: Natural Language Annotations for the Tail Simran Arora Sen Wu Enci Liu Christopher Ré 19 0 0 16 Oct 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling Michael R. Glass Gaetano Rossiello Md. Faisal Mahbub Chowdhury A. Gliozzo RALM 28 32 0 31 Aug 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 33 513 0 24 May 2021
Re-TACRED: Addressing Shortcomings of the TACRED Dataset George Stoica Emmanouil Antonios Platanios Barnabás Póczos 22 112 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 21 401 0 15 Apr 2021
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation Laurel J. Orr Megan Leszczynski Simran Arora Sen Wu Neel Guha Xiao Ling Christopher Ré 134 48 0 20 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 18 200 0 05 Oct 2020
On Robustness and Bias Analysis of BERT-based Relation Extraction Luoqiu Li Xiang Chen Hongbin Ye Zhen Bi Shumin Deng Ningyu Zhang Huajun Chen 26 18 0 14 Sep 2020
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 228 656 0 09 Sep 2019
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 882 0 03 May 2018