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Prefix-to-SQL: Text-to-SQL Generation from Incomplete User Questions


Sep 30, 2021
Naihao Deng, Shuaichen Chang, Peng Shi, Tao Yu, Rui Zhang

* 17 pages, 12 figures, 9 tables 

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Hierarchical Character Tagger for Short Text Spelling Error Correction


Sep 29, 2021
Mengyi Gao, Canran Xu, Peng Shi

* To appear in WNUT 2021 workshop, 8 pages, 2 figures 

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Cross-Lingual Training with Dense Retrieval for Document Retrieval


Sep 03, 2021
Peng Shi, Rui Zhang, He Bai, Jimmy Lin


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Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval


Aug 19, 2021
Xinyu Zhang, Xueguang Ma, Peng Shi, Jimmy Lin


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Logic-Consistency Text Generation from Semantic Parses


Aug 02, 2021
Chang Shu, Yusen Zhang, Xiangyu Dong, Peng Shi, Tao Yu, Rui Zhang

* ACL Findings, 2021 

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End-to-End Cross-Domain Text-to-SQL Semantic Parsing with Auxiliary Task


Jun 17, 2021
Peng Shi, Tao Yu, Patrick Ng, Zhiguo Wang


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Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training


Dec 18, 2020
Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cicero Nogueira dos Santos, Bing Xiang

* Accepted to AAAI 2021 

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Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL


Oct 23, 2020
Yusen Zhang, Xiangyu Dong, Shuaichen Chang, Tao Yu, Peng Shi, Rui Zhang

* 8 pages, 2 figures 

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Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review


Jul 27, 2020
Afshin Shoeibi, Marjane Khodatars, Roohallah Alizadehsani, Navid Ghassemi, Mahboobeh Jafari, Parisa Moridian, Ali Khadem, Delaram Sadeghi, Sadiq Hussain, Assef Zare, Zahra Alizadeh Sani, Javad Bazeli, Fahime Khozeimeh, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya, Peng Shi


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SegaBERT: Pre-training of Segment-aware BERT for Language Understanding


Apr 30, 2020
He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Ming Li


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Semantics of the Unwritten


Apr 05, 2020
He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Jie Liu, Ming Li


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Cross-Lingual Relevance Transfer for Document Retrieval


Nov 08, 2019
Peng Shi, Jimmy Lin


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Aligning Cross-Lingual Entities with Multi-Aspect Information


Oct 15, 2019
Hsiu-Wei Yang, Yanyan Zou, Peng Shi, Wei Lu, Jimmy Lin, Xu Sun

* Accepted by EMNLP19 

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Simple BERT Models for Relation Extraction and Semantic Role Labeling


Apr 10, 2019
Peng Shi, Jimmy Lin

* work in progress 

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Matching Entities Across Different Knowledge Graphs with Graph Embeddings


Mar 15, 2019
Michael Azmy, Peng Shi, Jimmy Lin, Ihab F. Ilyas


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Simple Attention-Based Representation Learning for Ranking Short Social Media Posts


Nov 02, 2018
Peng Shi, Jinfeng Rao, Jimmy Lin


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Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks


Jun 05, 2018
Salman Mohammed, Peng Shi, Jimmy Lin

* Published in NAACL HLT 2018 

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IcoRating: A Deep-Learning System for Scam ICO Identification


Mar 08, 2018
Shuqing Bian, Zhenpeng Deng, Fei Li, Will Monroe, Peng Shi, Zijun Sun, Wei Wu, Sikuang Wang, William Yang Wang, Arianna Yuan, Tianwei Zhang, Jiwei Li


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