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
Text-to-Image Generation Grounded by Fine-Grained User Attention

Nov 07, 2020
Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang

* To appear in WACV 2021 

  Access Paper or Ask Questions

Neural Passage Retrieval with Improved Negative Contrast

Oct 23, 2020
Jing Lu, Gustavo Hernandez Abrego, Ji Ma, Jianmo Ni, Yinfei Yang


  Access Paper or Ask Questions

Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation

Sep 29, 2020
Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel Cer


  Access Paper or Ask Questions

Language-agnostic BERT Sentence Embedding

Jul 03, 2020
Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, Wei Wang


  Access Paper or Ask Questions

End-to-end Semantics-based Summary Quality Assessment for Single-document Summarization

May 13, 2020
Forrest Sheng Bao, Hebi Li, Ge Luo, Cen Chen, Yinfei Yang, Minghui Qiu


  Access Paper or Ask Questions

MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models

May 05, 2020
Mandy Guo, Yinfei Yang, Daniel Cer, Qinlan Shen, Noah Constant


  Access Paper or Ask Questions

Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO

Apr 30, 2020
Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang


  Access Paper or Ask Questions

Zero-shot Neural Retrieval via Domain-targeted Synthetic Query Generation

Apr 29, 2020
Ji Ma, Ivan Korotkov, Yinfei Yang, Keith Hall, Ryan McDonald

* 5 pages, 2 figures 

  Access Paper or Ask Questions

LAReQA: Language-agnostic answer retrieval from a multilingual pool

Apr 11, 2020
Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang


  Access Paper or Ask Questions

Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve

Apr 09, 2020
Oshin Agarwal, Yinfei Yang, Byron C. Wallace, Ani Nenkova


  Access Paper or Ask Questions

Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models

Apr 08, 2020
Oshin Agarwal, Yinfei Yang, Byron C. Wallace, Ani Nenkova


  Access Paper or Ask Questions

PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification

Aug 30, 2019
Yinfei Yang, Yuan Zhang, Chris Tar, Jason Baldridge

* Accepted by EMNLP2019 

  Access Paper or Ask Questions

Learning a Multitask Curriculum for Neural Machine Translation

Aug 28, 2019
Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh

* 12 pages 

  Access Paper or Ask Questions

ReQA: An Evaluation for End-to-End Answer Retrieval Models

Jul 10, 2019
Amin Ahmad, Noah Constant, Yinfei Yang, Daniel Cer


  Access Paper or Ask Questions

Multilingual Universal Sentence Encoder for Semantic Retrieval

Jul 09, 2019
Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gustavo Hernandez Abrego, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

* 6 pages, 6 tables, 2 listings, and 1 figure 

  Access Paper or Ask Questions

Hierarchical Document Encoder for Parallel Corpus Mining

Jun 30, 2019
Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

* accepted by WMT2019 

  Access Paper or Ask Questions

Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction

May 19, 2019
Yinfei Yang, Oshin Agarwal, Chris Tar, Byron C. Wallace, Ani Nenkova

* NAACL2019 

  Access Paper or Ask Questions

Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax

Feb 22, 2019
Yinfei Yang, Gustavo Hernandez Abrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-hsuan Sung, Brian Strope, Ray Kurzweil


  Access Paper or Ask Questions

Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model

Oct 30, 2018
Muthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil


  Access Paper or Ask Questions

Review Helpfulness Prediction with Embedding-Gated CNN

Aug 29, 2018
Cen Chen, Minghui Qiu, Yinfei Yang, Jun Zhou, Jun Huang, Xiaolong Li, Forrest Bao


  Access Paper or Ask Questions

Effective Parallel Corpus Mining using Bilingual Sentence Embeddings

Aug 02, 2018
Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernandez Abrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil


  Access Paper or Ask Questions

A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature

Jun 11, 2018
Benjamin Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain J. Marshall, Ani Nenkova, Byron C. Wallace

* ACL 2018 

  Access Paper or Ask Questions

Syntactic Patterns Improve Information Extraction for Medical Search

Apr 30, 2018
Roma Patel, Yinfei Yang, Iain Marshall, Ani Nenkova, Byron Wallace


  Access Paper or Ask Questions

Learning Semantic Textual Similarity from Conversations

Apr 20, 2018
Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

* 10 pages, 8 Figures, 6 Tables 

  Access Paper or Ask Questions

Universal Sentence Encoder

Apr 12, 2018
Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

* 7 pages; fixed module URL in Listing 1 

  Access Paper or Ask Questions

Combining Lexical and Syntactic Features for Detecting Content-dense Texts in News

Apr 03, 2017
Yinfei Yang, Ani Nenkova

* In submission to JAIR 

  Access Paper or Ask Questions

Detecting (Un)Important Content for Single-Document News Summarization

Feb 26, 2017
Yinfei Yang, Forrest Sheng Bao, Ani Nenkova

* Accepted By EACL 2017 

  Access Paper or Ask Questions