Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Scientific Claim Verification with VERT5ERINI

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


  Access Paper or Ask Questions

Distilling Dense Representations for Ranking using Tightly-Coupled Teachers

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Pretrained Transformers for Text Ranking: BERT and Beyond

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Generalized and Scalable Optimal Sparse Decision Trees

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Generalized Optimal Sparse Decision Trees

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


  Access Paper or Ask Questions

A Data Scientist's Guide to Streamflow Prediction

Jun 05, 2020
Martin Gauch, Jimmy Lin

* 9 pages, 2 figures 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Semantics of the Unwritten

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

TTTTTackling WinoGrande Schemas

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


  Access Paper or Ask Questions

Document Ranking with a Pretrained Sequence-to-Sequence Model

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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

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

* 5 pages 

  Access Paper or Ask Questions

Cross-Lingual Relevance Transfer for Document Retrieval

Nov 08, 2019
Peng Shi, Jimmy Lin


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Multi-Stage Document Ranking with BERT

Oct 31, 2019
Rodrigo Nogueira, Wei Yang, Kyunghyun Cho, Jimmy Lin


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions