Re-TACRED: Addressing Shortcomings of the TACRED Dataset

16 April 2021

Papers citing "Re-TACRED: Addressing Shortcomings of the TACRED Dataset"

50 / 62 papers shown

Title
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction Jiaxin Duan Fengyu Lu Junfei Liu 33 0 0 04 Jan 2025
AmalREC: A Dataset for Relation Extraction and Classification Leveraging Amalgamation of Large Language Models Mansi Pranshu Pandya Mahek Bhavesh Vora Soumya Bharadwaj Ashish Anand 29 0 0 31 Dec 2024
Maximizing Relation Extraction Potential: A Data-Centric Study to Unveil Challenges and Opportunities Anushka Swarup Avanti Bhandarkar Olivia P. Dizon-Paradis Ronald Wilson D. Woodard 30 0 0 07 Sep 2024
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
Serial Position Effects of Large Language Models Xiaobo Guo Soroush Vosoughi 43 3 0 23 Jun 2024
Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks Sefika Efeoglu Adrian Paschke 32 1 0 20 Jun 2024
Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction William Hogan Jingbo Shang 13 0 0 31 May 2024
Retrieval-Augmented Generation-based Relation Extraction Sefika Efeoglu Adrian Paschke 41 7 0 20 Apr 2024
READ: Improving Relation Extraction from an ADversarial Perspective Dawei Li William Hogan Jingbo Shang AAML 36 0 0 02 Apr 2024
Infusing Knowledge into Large Language Models with Contextual Prompts Kinshuk Vasisht Balaji Ganesan Vikas Kumar Vasudha Bhatnagar KELM 36 3 0 03 Mar 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction Sizhe Zhou Yu Meng Bowen Jin Jiawei Han 32 7 0 17 Feb 2024
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction Jiangmeng Li Fei Song Yifan Jin Wenwen Qiang Changwen Zheng Fuchun Sun Hui Xiong VLM 42 2 0 25 Jan 2024
MLPs Compass: What is learned when MLPs are combined with PLMs? Li Zhou Wenyu Chen Yong Cao DingYi Zeng Wanlong Liu Hong Qu 34 0 0 03 Jan 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Bill Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 38 144 0 29 Dec 2023
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction Frank Mtumbuka Steven Schockaert 17 0 0 18 Dec 2023
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction Hongbin Ye Honghao Gui Aijia Zhang Tong Liu Wei Hua Weiqiang Jia LLMAG 23 5 0 05 Dec 2023
Noise in Relation Classification Dataset TACRED: Characterization and Reduction Akshay Parekh Ashish Anand Amit Awekar 8 0 0 21 Nov 2023
LLMaAA: Making Large Language Models as Active Annotators Ruoyu Zhang Yanzeng Li Yongliang Ma Ming Zhou Lei Zou 33 68 0 30 Oct 2023
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods S. Alqaaidi Elika Bozorgi Afsaneh Shams Krzysztof J. Kochut DRL 30 0 0 29 Oct 2023
Primacy Effect of ChatGPT Yiwei Wang Yujun Cai Muhao Chen Yuxuan Liang Bryan Hooi ALM AI4MH LRM 33 13 0 20 Oct 2023
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding Caoyun Fan Jidong Tian Yitian Li Wenqing Chen Hao He Yaohui Jin LRM 32 3 0 18 Oct 2023
Rethinking Relation Classification with Graph Meaning Representations Li Zhou Wenyu Chen DingYi Zeng Hong Qu Daniel Hershcovich AI4CE 25 0 0 15 Oct 2023
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective Yifan Song Peiyi Wang Weimin Xiong Dawei Zhu Tianyu Liu Zhifang Sui Sujian Li CLL 22 3 0 10 Oct 2023
Revisiting Large Language Models as Zero-shot Relation Extractors Guozheng Li Peng Wang Wenjun Ke KELM LRM ReLM 50 26 0 08 Oct 2023
Evaluating the Robustness to Instructions of Large Language Models Yuansheng Ni Sichao Jiang Xinyu Wu Hui Shen Yuli Zhou ALM 16 2 0 28 Aug 2023
Advancing Relation Extraction through Language Probing with Exemplars from Set Co-Expansion Yerong Li Roxana Girju 28 0 0 18 Aug 2023
Analyzing Dataset Annotation Quality Management in the Wild Jan-Christoph Klie Richard Eckart de Castilho Iryna Gurevych 16 17 0 16 Jul 2023
HistRED: A Historical Document-Level Relation Extraction Dataset Soyoung Yang Minseok Choi Youngwoo Cho Jaegul Choo 18 8 0 10 Jul 2023
Semi-supervised Relation Extraction via Data Augmentation and Consistency-training Komal K. Teru 35 5 0 16 Jun 2023
$RED$^{\rm FM}$: a Filtered and Multilingual Relation Extraction Dataset$ RED $^{\rm FM}$ : a Filtered and Multilingual Relation Extraction Dataset Pere-Lluís Huguet Cabot Simone Tedeschi A. N. Ngomo Roberto Navigli 15 12 0 16 Jun 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
A Causal View of Entity Bias in (Large) Language Models Fei Wang Wen-An Mo Yiwei Wang Wenxuan Zhou Muhao Chen 28 12 0 24 May 2023
WebIE: Faithful and Robust Information Extraction on the Web Chenxi Whitehouse Clara Vania Alham Fikri Aji Christos Christodoulopoulos Andrea Pierleoni SyDa 31 11 0 23 May 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
Open-world Semi-supervised Generalized Relation Discovery Aligned in a Real-world Setting William Hogan Jiacheng Li Jingbo Shang OffRL 25 1 0 22 May 2023
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities Yuqi Zhu Xiaohan Wang Jing Chen Shuofei Qiao Yixin Ou Yunzhi Yao Shumin Deng Huajun Chen Ningyu Zhang LLMAG 35 110 0 22 May 2023
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors Kai Zhang Bernal Jiménez Gutiérrez Yu-Chuan Su 29 66 0 18 May 2023
MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset Leonhard Hennig Philippe E. Thomas Sebastian Möller 13 8 0 08 May 2023
Judgment Sieve: Reducing Uncertainty in Group Judgments through Interventions Targeting Ambiguity versus Disagreement Quan Ze Chen Amy X. Zhang 29 7 0 02 May 2023
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? Xin Xu Yuqi Zhu Xiaohan Wang Ningyu Zhang KELM LRM 52 45 0 02 May 2023
Think Rationally about What You See: Continuous Rationale Extraction for Relation Extraction Xuming Hu Zhaochen Hong Chenwei Zhang Irwin King Philip S. Yu 33 9 0 02 May 2023
Sentence-Level Relation Extraction via Contrastive Learning with Descriptive Relation Prompts Jiewen Zheng Ze Chen 25 2 0 11 Apr 2023
Context-faithful Prompting for Large Language Models Wenxuan Zhou Sheng Zhang Hoifung Poon Muhao Chen KELM 22 56 0 20 Mar 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
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
Generative Prompt Tuning for Relation Classification Jiale Han Shuai Zhao Bo Cheng Shengkun Ma Wei Lu VLM 35 24 0 22 Oct 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 20 10 0 19 Oct 2022
Towards Relation Extraction From Speech Tongtong Wu Guitao Wang Jinming Zhao Zhaoran Liu Guilin Qi Yuan-Fang Li Gholamreza Haffari 29 11 0 17 Oct 2022
STAD: Self-Training with Ambiguous Data for Low-Resource Relation Extraction Junjie Yu Xing Wang Jiangjiang Zhao Chun-Pai Yang Wenliang Chen 19 6 0 03 Sep 2022
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction Sheng Zhang Patrick K. L. Ng Zhiguo Wang Bing Xiang 19 4 0 10 Jun 2022