v1v2v3 (latest)

Structured Prediction as Translation between Augmented Natural Languages

14 January 2021

Cicero Nogueira dos Santos

Bing Xiang

Stefano Soatto

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Papers citing "Structured Prediction as Translation between Augmented Natural Languages"

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Title
DISCIE -- Discriminative Closed Information Extraction Cedric Moller Ricardo Usbeck 26 0 0 19 Jun 2025
LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World Sina J. Semnani Pingyue Zhang Wanyue Zhai Haozhuo Li Ryan Beauchamp Trey Billing Katayoun Kishi Manling Li Monica S. Lam 51 0 0 01 Jun 2025
Generating Diverse Training Samples for Relation Extraction with Large Language Models Zexuan Li Hongliang Dai Piji Li SyDa 27 0 0 29 May 2025
ADEQA: A Question Answer based approach for joint ADE-Suspect Extraction using Sequence-To-Sequence Transformers Vinayak Arannil Tomal Deb Atanu Roy 160 1 0 20 Dec 2024
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems Italo Luis da Silva Hanqi Yan Lin Gui Yulan He CML 109 0 0 26 Jun 2024
LLMs in Biomedicine: A study on clinical Named Entity Recognition Masoud Monajatipoor Jiaxin Yang Joel Stremmel Melika Emami Fazlolah Mohaghegh Mozhdeh Rouhsedaghat Kai-Wei Chang LM&MA 59 18 0 10 Apr 2024
Non-autoregressive Sequence-to-Sequence Vision-Language Models Kunyu Shi Qi Dong Luis Goncalves Zhuowen Tu Stefano Soatto VLM 146 3 0 04 Mar 2024
A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder Kedi Chen Jie Zhou Qin Chen Shunyu Liu Liang He 70 2 0 01 Mar 2024
Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling David Dukić Jan Šnajder 85 16 0 25 Jan 2024
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction Kuan-Hao Huang I-Hung Hsu Tanmay Parekh Zhiyu Xie Zixuan Zhang Premkumar Natarajan Kai-Wei Chang Nanyun Peng Heng Ji 113 21 0 16 Nov 2023
Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks Zhaohui Yan Aaron Courville Wei Liu Kewei Tu 109 13 0 26 Oct 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 123 1 0 17 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 152 9 0 07 Oct 2023
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning Chang Gao Wenxuan Zhang Guizhen Chen Wai Lam 224 6 0 04 Oct 2023
PromptNER: Prompt Locating and Typing for Named Entity Recognition Yongliang Shen Zeqi Tan Shuhui Wu Wenqi Zhang Rongsheng Zhang Yadong Xi Weiming Lu Yueting Zhuang 93 36 0 26 May 2023
EDM3: Event Detection as Multi-task Text Generation Ujjwala Anantheswaran Himanshu Gupta Mihir Parmar Kuntal Kumar Pal Chitta Baral 77 5 0 25 May 2023
SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres Shumin Deng Shengyu Mao Ningyu Zhang Bryan Hooi 56 5 0 23 May 2023
DiffusionNER: Boundary Diffusion for Named Entity Recognition Yongliang Shen Kaitao Song Xuejiao Tan Dongsheng Li Weiming Lu Yueting Zhuang DiffM 112 38 0 22 May 2023
EventNet-ITA: Italian Frame Parsing for Events Marco Rovera 52 4 0 18 May 2023
Schema-adaptable Knowledge Graph Construction Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 112 4 0 15 May 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors Peng Li Tianxiang Sun Qiong Tang Hang Yan Yuanbin Wu Xuanjing Huang Technology SyDa 80 77 0 09 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 131 54 0 02 May 2023
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction Chengyuan Liu Fubang Zhao Yangyang Kang Jingyuan Zhang Xiang Zhou Changlong Sun Kun Kuang Leilei Gan 96 11 0 28 Apr 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 138 167 0 23 Apr 2023
CodeKGC: Code Language Model for Generative Knowledge Graph Construction Zhen Bi Jing Chen Yinuo Jiang Feiyu Xiong Wei Guo Huajun Chen Ningyu Zhang 68 42 0 18 Apr 2023
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction Meiru Zhang Yixuan Su Zaiqiao Meng Z. Fu Nigel Collier 75 4 0 25 Mar 2023
Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction Jun Gao Changlong Yu Wei Wang Huan Zhao Ruifeng Xu 70 35 0 06 Jan 2023
Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction Bo Li Wei Ye Jinglei Zhang Shikun Zhang 83 14 0 29 Dec 2022
Zero-shot Triplet Extraction by Template Infilling Bosung Kim Hayate Iso Nikita Bhutani Estevam R. Hruschka Ndapandula Nakashole Tom Mitchell ViT 58 10 0 21 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 118 5 0 07 Dec 2022
Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures Simone Conia Edoardo Barba Alessandro Sciré Roberto Navigli 78 7 0 02 Dec 2022
Retrieval-Augmented Generative Question Answering for Event Argument Extraction Xinya Du Heng Ji RALM 87 41 0 14 Nov 2022
Prompt-Based Metric Learning for Few-Shot NER Yanru Chen Yanan Zheng Zhilin Yang VLM 77 28 0 08 Nov 2022
DORE: Document Ordered Relation Extraction based on Generative Framework Qipeng Guo Yuqing Yang Hang Yan Xipeng Qiu Zheng Zhang 127 7 0 28 Oct 2022
Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction Lu Dai Bang Wang Wei Xiang Yijun Mo 52 17 0 28 Oct 2022
Autoregressive Structured Prediction with Language Models Tianyu Liu Yuchen Eleanor Jiang Nicholas Monath Ryan Cotterell Mrinmaya Sachan 87 53 0 26 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 127 75 0 23 Oct 2022
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction Yunzhi Yao Shengyu Mao Ningyu Zhang Xiangnan Chen Shumin Deng Xi Chen Huajun Chen 137 12 0 19 Oct 2022
Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation Mengting Hu Yike Wu H. Gao Yinhao Bai Shiwan Zhao 91 52 0 19 Oct 2022
EventGraph: Event Extraction as Semantic Graph Parsing Huiling You David Samuel Samia Touileb Lilja Ovrelid 85 9 0 16 Oct 2022
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge Kosuke Nishida Naoki Yoshinaga Kyosuke Nishida 96 2 0 14 Oct 2022
A Unified Framework for Multi-intent Spoken Language Understanding with prompting Feifan Song Lianzhe Huang Houfeng Wang 56 3 0 07 Oct 2022
DICE: Data-Efficient Clinical Event Extraction with Generative Models Mingyu Derek Ma Alex S. Taylor Wei Wang Nanyun Peng MedIm 76 28 0 16 Aug 2022
BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing Jason Alan Fries Leon Weber Natasha Seelam Gabriel Altay Debajyoti Datta ... Minh Chien Vu Trishala Neeraj Jonas Golde Albert Villanova del Moral Benjamin Beilharz LM&MA 151 49 0 30 Jun 2022
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction Sheng Zhang Patrick Ng Zhiguo Wang Bing Xiang 72 5 0 10 Jun 2022
TAGPRIME: A Unified Framework for Relational Structure Extraction I-Hung Hsu Kuan-Hao Huang Shuning Zhang Wen-Huang Cheng Premkumar Natarajan Kai-Wei Chang Nanyun Peng 64 14 0 25 May 2022
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition Zihan Wang Kewen Zhao Zilong Wang Jingbo Shang 75 6 0 24 May 2022
DeepStruct: Pretraining of Language Models for Structure Prediction Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang Dawn Song 278 71 0 21 May 2022
Summarization as Indirect Supervision for Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 80 54 0 19 May 2022
MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset Yahui Liu Hao Yang Chen Gong Qingrong Xia Zhenghua Li Hao Fei 49 1 0 13 May 2022