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Jimmy Lin
Scientific Claim Verification with VERT5ERINI

Oct 22, 2020
Ronak Pradeep, Xueguang Ma, Rodrigo Nogueira, Jimmy Lin


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Distilling Dense Representations for Ranking using Tightly-Coupled Teachers

Oct 22, 2020
Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin


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Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network

Oct 15, 2020
Martin Gauch, Frederik Kratzert, Daniel Klotz, Grey Nearing, Jimmy Lin, Sepp Hochreiter


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Pretrained Transformers for Text Ranking: BERT and Beyond

Oct 13, 2020
Jimmy Lin, Rodrigo Nogueira, Andrew Yates


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Howl: A Deployed, Open-Source Wake Word Detection System

Aug 21, 2020
Raphael Tang, Jaejun Lee, Afsaneh Razi, Julia Cambre, Ian Bicking, Jofish Kaye, Jimmy Lin

* The first two authors contributed equally 
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To Paraphrase or Not To Paraphrase: User-Controllable Selective Paraphrase Generation

Aug 21, 2020
Mohan Zhang, Luchen Tan, Zhengkai Tu, Zihang Fu, Kun Xiong, Ming Li, Jimmy Lin


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Generalized and Scalable Optimal Sparse Decision Trees

Jul 17, 2020
Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo Seltzer


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Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset

Jul 14, 2020
Edwin Zhang, Nikhil Gupta, Raphael Tang, Xiao Han, Ronak Pradeep, Kuang Lu, Yue Zhang, Rodrigo Nogueira, Kyunghyun Cho, Hui Fang, Jimmy Lin

* arXiv admin note: text overlap with arXiv:2004.05125 
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Generalized Optimal Sparse Decision Trees

Jun 15, 2020
Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo Seltzer


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A Data Scientist's Guide to Streamflow Prediction

Jun 05, 2020
Martin Gauch, Jimmy Lin

* 9 pages, 2 figures 
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Query Reformulation using Query History for Passage Retrieval in Conversational Search

May 05, 2020
Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin

* 11 pages 
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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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Showing Your Work Doesn't Always Work

Apr 28, 2020
Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin

* Accepted to ACL 2020 
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DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

Apr 27, 2020
Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin

* Accepted at ACL 2020 
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Rapidly Bootstrapping a Question Answering Dataset for COVID-19

Apr 23, 2020
Raphael Tang, Rodrigo Nogueira, Edwin Zhang, Nikhil Gupta, Phuong Cam, Kyunghyun Cho, Jimmy Lin


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Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset: Preliminary Thoughts and Lessons Learned

Apr 10, 2020
Edwin Zhang, Nikhil Gupta, Rodrigo Nogueira, Kyunghyun Cho, Jimmy Lin


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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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Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models

Apr 04, 2020
Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin


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TTTTTackling WinoGrande Schemas

Mar 18, 2020
Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin


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Document Ranking with a Pretrained Sequence-to-Sequence Model

Mar 14, 2020
Rodrigo Nogueira, Zhiying Jiang, Jimmy Lin


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Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents

Feb 05, 2020
Ruixue Zhang, Wei Yang, Luyun Lin, Zhengkai Tu, Yuqing Xie, Zihang Fu, Yuhao Xie, Luchen Tan, Kun Xiong, Jimmy Lin


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The Proper Care and Feeding of CAMELS: How Limited Training Data Affects Streamflow Prediction

Nov 17, 2019
Martin Gauch, Juliane Mai, Jimmy Lin

* 10 pages, 5 figures 
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Exploiting Token and Path-based Representations of Code for Identifying Security-Relevant Commits

Nov 15, 2019
Achyudh Ram, Ji Xin, Meiyappan Nagappan, Yaoliang Yu, Rocío Cabrera Lozoya, Antonino Sabetta, Jimmy Lin


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Attentive Student Meets Multi-Task Teacher: Improved Knowledge Distillation for Pretrained Models

Nov 09, 2019
Linqing Liu, Huan Wang, Jimmy Lin, Richard Socher, Caiming Xiong


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What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning

Nov 08, 2019
Jaejun Lee, Raphael Tang, Jimmy Lin

* 5 pages 
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Cross-Lingual Relevance Transfer for Document Retrieval

Nov 08, 2019
Peng Shi, Jimmy Lin


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Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks

Nov 07, 2019
Yinan Zhang, Raphael Tang, Jimmy Lin

* 6 pages, 1 figure 
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Multi-Stage Document Ranking with BERT

Oct 31, 2019
Rodrigo Nogueira, Wei Yang, Kyunghyun Cho, 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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Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data

Sep 23, 2019
Hamidreza Shahidi, Ming Li, Jimmy Lin


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