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

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Radu Soricut

Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts


Feb 17, 2021
Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut


  Access Paper or Ask Questions

Telling the What while Pointing the Where: Fine-grained Mouse Trace and Language Supervision for Improved Image Retrieval


Feb 09, 2021
Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari, Radu Soricut


  Access Paper or Ask Questions

Understanding Guided Image Captioning Performance across Domains


Dec 04, 2020
Edwin G. Ng, Bo Pang, Piyush Sharma, Radu Soricut

* 13 pages, 7 figures 

  Access Paper or Ask Questions

Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance


Oct 13, 2020
Xi Chen, Nan Ding, Tomer Levinboim, Radu Soricut

* EMNLP 2020 Eval4NLP Workshop 

  Access Paper or Ask Questions

TeaForN: Teacher-Forcing with N-grams


Oct 09, 2020
Sebastian Goodman, Nan Ding, Radu Soricut

* to be published in EMNLP 2020 

  Access Paper or Ask Questions

Attention that does not Explain Away


Sep 29, 2020
Nan Ding, Xinjie Fan, Zhenzhong Lan, Dale Schuurmans, Radu Soricut


  Access Paper or Ask Questions

Weakly Supervised Content Selection for Improved Image Captioning


Sep 10, 2020
Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish Thapliyal, Radu Soricut


  Access Paper or Ask Questions

Multi-Image Summarization: Textual Summary from a Set of Cohesive Images


Jun 15, 2020
Nicholas Trieu, Sebastian Goodman, Pradyumna Narayana, Kazoo Sone, Radu Soricut

* 9 pages, 5 figures 

  Access Paper or Ask Questions

Clue: Cross-modal Coherence Modeling for Caption Generation


May 02, 2020
Malihe Alikhani, Piyush Sharma, Shengjie Li, Radu Soricut, Matthew Stone

* Accepted as a long paper to ACL 2020 

  Access Paper or Ask Questions

Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage


May 01, 2020
Ashish V. Thapliyal, Radu Soricut

* ACL 2020 

  Access Paper or Ask Questions

Beyond Instructional Videos: Probing for More Diverse Visual-Textual Grounding on YouTube


Apr 29, 2020
Jack Hessel, Zhenhai Zhu, Bo Pang, Radu Soricut

* 8 pages including supplementary materials 

  Access Paper or Ask Questions

Connecting Vision and Language with Localized Narratives


Dec 06, 2019
Jordi Pont-Tuset, Jasper Uijlings, Soravit Changpinyo, Radu Soricut, Vittorio Ferrari


  Access Paper or Ask Questions

Reinforcing an Image Caption Generator Using Off-Line Human Feedback


Nov 21, 2019
Paul Hongsuck Seo, Piyush Sharma, Tomer Levinboim, Bohyung Han, Radu Soricut

* AAAI 2020 

  Access Paper or Ask Questions

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations


Oct 30, 2019
Zhenzhong Lan, Mingda Chen, Sebastian Goodman, Kevin Gimpel, Piyush Sharma, Radu Soricut


  Access Paper or Ask Questions

A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions


Oct 07, 2019
Jack Hessel, Bo Pang, Zhenhai Zhu, Radu Soricut

* Published in The SIGNLL Conference on Computational Natural Language Learning (CoNLL) 2019 

  Access Paper or Ask Questions

Multi-stage Pretraining for Abstractive Summarization


Sep 23, 2019
Sebastian Goodman, Zhenzhong Lan, Radu Soricut


  Access Paper or Ask Questions

Quality Estimation for Image Captions Based on Large-scale Human Evaluations


Sep 08, 2019
Tomer Levinboim, Ashish Thapliyal, Piyush Sharma, Radu Soricut

* 10 pages (8+2), 5 figures, 3 tables 

  Access Paper or Ask Questions

Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering


Sep 04, 2019
Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut

* The 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019) 

  Access Paper or Ask Questions

Informative Image Captioning with External Sources of Information


Jun 20, 2019
Sanqiang Zhao, Piyush Sharma, Tomer Levinboim, Radu Soricut


  Access Paper or Ask Questions

SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation


Apr 11, 2018
Ye Zhang, Nan Ding, Radu Soricut

* NAACL 2018 

  Access Paper or Ask Questions

Cold-Start Reinforcement Learning with Softmax Policy Gradient


Oct 13, 2017
Nan Ding, Radu Soricut

* Conference on Neural Information Processing Systems 2017. Main paper and supplementary material 

  Access Paper or Ask Questions

Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task


Dec 22, 2016
Nan Ding, Sebastian Goodman, Fei Sha, Radu Soricut

* 11 pages 

  Access Paper or Ask Questions

Multilingual Word Embeddings using Multigraphs


Dec 14, 2016
Radu Soricut, Nan Ding

* 12 pages 

  Access Paper or Ask Questions

Building Large Machine Reading-Comprehension Datasets using Paragraph Vectors


Dec 13, 2016
Radu Soricut, Nan Ding

* 10 pages 

  Access Paper or Ask Questions

Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning


Jan 24, 2016
Manaal Faruqui, Ryan McDonald, Radu Soricut

* Transactions of the Association for Computational Linguistics (TACL) 2016 

  Access Paper or Ask Questions