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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"

29 / 79 papers shown

Title
Dynamic Prefix-Tuning for Generative Template-based Event Extraction Xiao Liu Heyan Huang Ge Shi Bo Wang 74 101 0 12 May 2022
Unified Semantic Typing with Meaningful Label Inference James Y. Huang Bangzheng Li Lyne Tchapmi Muhao Chen 88 32 0 04 May 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning Vishakh Padmakumar Leonard Lausen Miguel Ballesteros Sheng Zha He He George Karypis 104 20 0 23 Apr 2022
Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation Shumpei Inoue Tsun-Jui Liu Nguyen Hong Son Minh Le Nguyen 101 17 0 08 Apr 2022
Constrained Sequence-to-Tree Generation for Hierarchical Text Classification Chao Yu Yi Shen Yue Mao Longjun Cai 81 22 0 02 Apr 2022
Few-shot Named Entity Recognition with Self-describing Networks Jiawei Chen Qing Liu Hongyu Lin Xianpei Han Le Sun 77 46 0 23 Mar 2022
Parallel Instance Query Network for Named Entity Recognition Yongliang Shen Xiaobin Wang Zeqi Tan Guangwei Xu Pengjun Xie Fei Huang Weiming Lu Yueting Zhuang 89 60 0 20 Mar 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction Yew Ken Chia Lidong Bing Soujanya Poria Luo Si 80 112 0 17 Mar 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction Kuan-Hao Huang I-Hung Hsu Premkumar Natarajan Kai-Wei Chang Nanyun Peng 71 68 0 15 Mar 2022
Do Prompts Solve NLP Tasks Using Natural Language? Sen Yang Yunchen Zhang Leyang Cui Yue Zhang LRM 80 4 0 02 Mar 2022
A Generative Model for Relation Extraction and Classification Jian Ni Gaetano Rossiello A. Gliozzo Radu Florian 49 5 0 26 Feb 2022
Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction Yubo Ma Zehao Wang Yixin Cao Mukai Li Meiqi Chen Kunze Wang Jing Shao 109 135 0 24 Feb 2022
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 197 1,100 0 01 Nov 2021
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER Dong-Ho Lee Akshen Kadakia Kangmin Tan Mahak Agarwal Xinyu Feng Takashi Shibuya Ryosuke Mitani Toshiyuki Sekiya Jay Pujara Xiang Ren 129 87 0 16 Oct 2021
Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that Works Jinghui Si Xutan Peng Chen Li Haotian Xu Jianxin Li 109 10 0 09 Oct 2021
Aspect Sentiment Quad Prediction as Paraphrase Generation Wenxuan Zhang Yang Deng Xin Li Yifei Yuan Lidong Bing W. Lam 288 193 0 02 Oct 2021
Paradigm Shift in Natural Language Processing Tianxiang Sun Xiangyang Liu Xipeng Qiu Xuanjing Huang 224 84 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 239 36 0 23 Sep 2021
An MRC Framework for Semantic Role Labeling Nan Wang Jiwei Li Yuxian Meng Xiaofei Sun Han Qiu Ziyao Wang Guoyin Wang Jun He 67 7 0 14 Sep 2021
Document-level Entity-based Extraction as Template Generation Kung-Hsiang Huang Sam Tang Nanyun Peng 52 54 0 10 Sep 2021
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder Elman Mansimov Yi Zhang 205 15 0 09 Sep 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data Massimo Nicosia Zhongdi Qu Yasemin Altun 76 26 0 09 Sep 2021
Text-to-Table: A New Way of Information Extraction Xueqing Wu Jiacheng Zhang Hang Li LMTD 88 57 0 06 Sep 2021
DEGREE: A Data-Efficient Generation-Based Event Extraction Model I-Hung Hsu Kuan-Hao Huang Elizabeth Boschee Scott Miller Premkumar Natarajan Kai-Wei Chang Nanyun Peng 97 172 0 29 Aug 2021
Tailor: Generating and Perturbing Text with Semantic Controls Alexis Ross Tongshuang Wu Hao Peng Matthew E. Peters Matt Gardner 197 79 0 15 Jul 2021
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction Yaojie Lu Hongyu Lin Jin Xu Xianpei Han Jialong Tang Annan Li Le Sun M. Liao Shaoyi Chen 69 280 0 17 Jun 2021
Doc2Dict: Information Extraction as Text Generation Benjamin Townsend Eamon Ito-Fisher Lily Zhang Madison May 63 7 0 16 May 2021
ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning Rujun Han I-Hung Hsu Jiao Sun J. Baylón Qiang Ning Dan Roth Nanyun Peng 71 46 0 16 Apr 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 162 1,566 0 18 Mar 2021