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PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks

17 October 2022

Xin Li

Papers citing "PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks"

50 / 57 papers shown

Title
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data Qingyu Tan Lu Xu Lidong Bing Hwee Tou Ng 55 4 0 16 Jun 2023
mPMR: A Multilingual Pre-trained Machine Reader at Scale Weiwen Xu Xin Li Wai Lam Lidong Bing LRM 62 5 0 23 May 2023
Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning Ran Zhou Xin Li Lidong Bing Min Zhang Steven C. H. Hoi 88 19 0 23 May 2023
ConNER: Consistency Training for Cross-lingual Named Entity Recognition Ran Zhou Xin Li Lidong Bing Min Zhang Luo Si Steven C. H. Hoi 61 18 0 17 Nov 2022
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction Weiwen Xu Yang Deng Wenqiang Lei Wenlong Zhao Tat-Seng Chua W. Lam AILaw 54 6 0 17 Oct 2022
T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition Asahi Ushio Jose Camacho-Collados 61 74 0 09 Sep 2022
Boundary Smoothing for Named Entity Recognition Enwei Zhu Jinpeng Li 44 77 0 26 Apr 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 90 251 0 02 Mar 2022
Unified Named Entity Recognition as Word-Word Relation Classification Jingye Li Hao Fei Jiang-Dong Liu Shengqiong Wu Meishan Zhang Chong Teng Donghong Ji Fei Li 91 251 0 19 Dec 2021
Enhanced Language Representation with Label Knowledge for Span Extraction Pan Yang Xin Cong Zhenyu Sun Xingwu Liu 52 29 0 01 Nov 2021
RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models Bill Yuchen Lin Wenyang Gao Jun Yan Ryan Rene Moreno Xiang Ren AAML 76 42 0 12 Sep 2021
Data Augmentation for Cross-Domain Named Entity Recognition Shuguang Chen Gustavo Aguilar Leonardo Neves Thamar Solorio ViT 90 45 0 04 Sep 2021
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting Xiang Chen Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen Ningyu Zhang VLM 93 71 0 31 Aug 2021
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER Ran Zhou Xin Li Ruidan He Lidong Bing Min Zhang Luo Si Steven C. H. Hoi 73 99 0 31 Aug 2021
A Unified Generative Framework for Aspect-Based Sentiment Analysis Hang Yan Junqi Dai Tuo Ji Xipeng Qiu Zheng Zhang 71 282 0 08 Jun 2021
A Unified Generative Framework for Various NER Subtasks Hang Yan Tao Gui Junqi Dai Qipeng Guo Zheng Zhang Xipeng Qiu 76 296 0 02 Jun 2021
Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble Kshitij Gupta Devansh Gautam R. Mamidi 47 15 0 01 Jun 2021
Few-NERD: A Few-Shot Named Entity Recognition Dataset Ning Ding Guangwei Xu Yulin Chen Xiaobin Wang Xu Han Pengjun Xie Haitao Zheng Zhiyuan Liu 78 234 0 16 May 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 59 147 0 08 May 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 106 823 0 07 May 2021
SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images Dimitar Dimitrov Bishr Bin Ali Shaden Shaar Firoj Alam Fabrizio Silvestri Hamed Firooz Preslav Nakov Giovanni Da San Martino 48 105 0 25 Apr 2021
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation Kang Min Yoo Dongju Park Jaewook Kang Sang-Woo Lee Woomyeong Park 94 240 0 18 Apr 2021
Better Feature Integration for Named Entity Recognition Lu Xu Zhanming Jie Wei Lu Lidong Bing 59 38 0 12 Apr 2021
CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review Dan Hendrycks Collin Burns Anya Chen Spencer Ball ELM AILaw 53 195 0 10 Mar 2021
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis Yue Mao Yi Shen Chao Yu Longjun Cai 237 208 0 04 Jan 2021
Named Entity Recognition for Social Media Texts with Semantic Augmentation Yuyang Nie Yuanhe Tian Xiang Wan Yan Song Bo Dai 58 73 0 29 Oct 2020
Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond Xin Li Lidong Bing Wenxuan Zhang Zheng Li Wai Lam 116 25 0 23 Oct 2020
An Analysis of Simple Data Augmentation for Named Entity Recognition Xiang Dai Heike Adel 97 198 0 22 Oct 2020
Adaptive Self-training for Few-shot Neural Sequence Labeling Yaqing Wang Subhabrata Mukherjee Haoda Chu Yuancheng Tu Ming Wu Jing Gao Ahmed Hassan Awadallah VLM 46 34 0 07 Oct 2020
Dissecting Span Identification Tasks with Performance Prediction Sean Papay Roman Klinger Sebastian Padó 70 16 0 06 Oct 2020
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis Xiaoyu Xing Zhijing Jin Di Jin Bingning Wang Qi Zhang Xuanjing Huang CoGe 51 44 0 16 Sep 2020
SemEval-2020 Task 11: Detection of Propaganda Techniques in News Articles Giovanni Da San Martino Alberto Barrón-Cedeño Henning Wachsmuth R. Petrov Preslav Nakov 57 225 0 06 Sep 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 161 2,737 0 05 Jun 2020
Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation Kun Li Chengbo Chen Xiaojun Quan Qing Ling Yan Song 85 98 0 30 Apr 2020
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 309 2,387 0 11 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 251 10,848 0 29 Oct 2019
A Unified MRC Framework for Named Entity Recognition Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Leilei Gan Jiwei Li 80 637 0 25 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 445 20,181 0 23 Oct 2019
Fine-Grained Analysis of Propaganda in News Articles Giovanni Da San Martino Seunghak Yu Alberto Barrón-Cedeño R. Petrov Preslav Nakov 57 335 0 06 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 371 6,455 0 26 Sep 2019
Entity Projection via Machine Translation for Cross-Lingual NER Alankar Jain Bhargavi Paranjape Zachary Chase Lipton 48 70 0 31 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 665 24,528 0 26 Jul 2019
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis Ruidan He Wee Sun Lee Hwee Tou Ng Daniel Dahlmeier 43 235 0 17 Jun 2019
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li Yiwei Lv 92 195 0 10 Jun 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 72 347 0 14 May 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 135 2,320 0 29 Apr 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 110 1,957 0 31 Jan 2019
Conditional BERT Contextual Augmentation Xing Wu Shangwen Lv Liangjun Zang Jizhong Han Songlin Hu 63 315 0 17 Dec 2018
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction Xin Li Lidong Bing Piji Li Wai Lam 48 321 0 13 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018