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Radu Soricut
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- affiliation: Google Research, USA
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2020 – today
- 2024
- [c54]Jialin Wu, Xia Hu, Yaqing Wang, Bo Pang, Radu Soricut:
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-Rank Experts. CVPR 2024: 14205-14215 - [c53]Xi Chen, Josip Djolonga, Piotr Padlewski, Basil Mustafa, Soravit Changpinyo, Jialin Wu, Carlos Riquelme Ruiz, Sebastian Goodman, Xiao Wang, Yi Tay, Siamak Shakeri, Mostafa Dehghani, Daniel Salz, Mario Lucic, Michael Tschannen, Arsha Nagrani, Hexiang Hu, Mandar Joshi, Bo Pang, Ceslee Montgomery, Paulina Pietrzyk, Marvin Ritter, A. J. Piergiovanni, Matthias Minderer, Filip Pavetic, Austin Waters, Gang Li, Ibrahim Alabdulmohsin, Lucas Beyer, Julien Amelot, Kenton Lee, Andreas Peter Steiner, Yang Li, Daniel Keysers, Anurag Arnab, Yuanzhong Xu, Keran Rong, Alexander Kolesnikov, Mojtaba Seyedhosseini, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut:
On Scaling Up a Multilingual Vision and Language Model. CVPR 2024: 14432-14444 - [c52]Roopal Garg, Andrea Burns, Burcu Karagol Ayan, Yonatan Bitton, Ceslee Montgomery, Yasumasa Onoe, Andrew Bunner, Ranjay Krishna, Jason Baldridge, Radu Soricut:
ImageInWords: Unlocking Hyper-Detailed Image Descriptions. EMNLP 2024: 93-127 - [c51]Nan Ding, Tomer Levinboim, Jialin Wu, Sebastian Goodman, Radu Soricut:
CausalLM is not optimal for in-context learning. ICLR 2024 - [i52]Machel Reid, Nikolay Savinov, Denis Teplyashin, Dmitry Lepikhin, Timothy P. Lillicrap, Jean-Baptiste Alayrac, Radu Soricut, Angeliki Lazaridou, Orhan Firat, Julian Schrittwieser, Ioannis Antonoglou, Rohan Anil, Sebastian Borgeaud, Andrew M. Dai, Katie Millican, Ethan Dyer, Mia Glaese, Thibault Sottiaux, Benjamin Lee, Fabio Viola, Malcolm Reynolds, Yuanzhong Xu, James Molloy, Jilin Chen, Michael Isard, Paul Barham, Tom Hennigan, Ross McIlroy, Melvin Johnson, Johan Schalkwyk, Eli Collins, Eliza Rutherford, Erica Moreira, Kareem Ayoub, Megha Goel, Clemens Meyer, Gregory Thornton, Zhen Yang, Henryk Michalewski, Zaheer Abbas, Nathan Schucher, Ankesh Anand, Richard Ives, James Keeling, Karel Lenc, Salem Haykal, Siamak Shakeri, Pranav Shyam, Aakanksha Chowdhery, Roman Ring, Stephen Spencer, Eren Sezener, et al.:
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context. CoRR abs/2403.05530 (2024) - [i51]Roopal Garg, Andrea Burns, Burcu Karagol Ayan, Yonatan Bitton, Ceslee Montgomery, Yasumasa Onoe, Andrew Bunner, Ranjay Krishna, Jason Baldridge, Radu Soricut:
ImageInWords: Unlocking Hyper-Detailed Image Descriptions. CoRR abs/2405.02793 (2024) - [i50]Zhenhai Zhu, Radu Soricut:
Wavelet-Based Image Tokenizer for Vision Transformers. CoRR abs/2405.18616 (2024) - [i49]Lucas Beyer, Andreas Steiner, André Susano Pinto, Alexander Kolesnikov, Xiao Wang, Daniel Salz, Maxim Neumann, Ibrahim Alabdulmohsin, Michael Tschannen, Emanuele Bugliarello, Thomas Unterthiner
, Daniel Keysers, Skanda Koppula, Fangyu Liu, Adam Grycner, Alexey A. Gritsenko, Neil Houlsby, Manoj Kumar, Keran Rong, Julian Eisenschlos, Rishabh Kabra, Matthias Bauer, Matko Bosnjak, Xi Chen, Matthias Minderer, Paul Voigtlaender, Ioana Bica, Ivana Balazevic, Joan Puigcerver, Pinelopi Papalampidi, Olivier J. Hénaff, Xi Xiong, Radu Soricut, Jeremiah Harmsen, Xiaohua Zhai:
PaliGemma: A versatile 3B VLM for transfer. CoRR abs/2407.07726 (2024) - 2023
- [c50]Brianna Zitkovich, Tianhe Yu, Sichun Xu, Peng Xu, Ted Xiao, Fei Xia, Jialin Wu, Paul Wohlhart, Stefan Welker, Ayzaan Wahid, Quan Vuong, Vincent Vanhoucke, Huong T. Tran, Radu Soricut, Anikait Singh, Jaspiar Singh, Pierre Sermanet, Pannag R. Sanketi, Grecia Salazar, Michael S. Ryoo, Krista Reymann, Kanishka Rao, Karl Pertsch, Igor Mordatch, Henryk Michalewski, Yao Lu, Sergey Levine, Lisa Lee, Tsang-Wei Edward Lee, Isabel Leal, Yuheng Kuang, Dmitry Kalashnikov, Ryan Julian, Nikhil J. Joshi, Alex Irpan, Brian Ichter, Jasmine Hsu, Alexander Herzog, Karol Hausman, Keerthana Gopalakrishnan, Chuyuan Fu, Pete Florence, Chelsea Finn, Kumar Avinava Dubey, Danny Driess, Tianli Ding, Krzysztof Marcin Choromanski, Xi Chen, Yevgen Chebotar, Justice Carbajal, Noah Brown, Anthony Brohan, Montserrat Gonzalez Arenas, Kehang Han:
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control. CoRL 2023: 2165-2183 - [c49]Paul Voigtlaender, Soravit Changpinyo, Jordi Pont-Tuset, Radu Soricut, Vittorio Ferrari:
Connecting Vision and Language with Video Localized Narratives. CVPR 2023: 2461-2471 - [c48]Zifan Wang, Nan Ding, Tomer Levinboim, Xi Chen, Radu Soricut:
Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization. CVPR 2023: 16458-16468 - [c47]Su Wang, Chitwan Saharia, Ceslee Montgomery, Jordi Pont-Tuset, Shai Noy, Stefano Pellegrini, Yasumasa Onoe, Sarah Laszlo, David J. Fleet, Radu Soricut, Jason Baldridge, Mohammad Norouzi, Peter Anderson, William Chan:
Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting. CVPR 2023: 18359-18369 - [c46]Soravit Changpinyo, Linting Xue, Michal Yarom, Ashish V. Thapliyal, Idan Szpektor, Julien Amelot, Xi Chen, Radu Soricut:
MaXM: Towards Multilingual Visual Question Answering. EMNLP (Findings) 2023: 2667-2682 - [c45]Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu
PreSTU: Pre-Training for Scene-Text Understanding. ICCV 2023: 15224-15234 - [i48]Paul Voigtlaender, Soravit Changpinyo, Jordi Pont-Tuset, Radu Soricut, Vittorio Ferrari:
Connecting Vision and Language with Video Localized Narratives. CoRR abs/2302.11217 (2023) - [i47]Xi Chen, Josip Djolonga, Piotr Padlewski, Basil Mustafa, Soravit Changpinyo, Jialin Wu, Carlos Riquelme Ruiz, Sebastian Goodman, Xiao Wang, Yi Tay, Siamak Shakeri, Mostafa Dehghani, Daniel Salz, Mario Lucic, Michael Tschannen, Arsha Nagrani, Hexiang Hu, Mandar Joshi, Bo Pang, Ceslee Montgomery, Paulina Pietrzyk, Marvin Ritter, A. J. Piergiovanni, Matthias Minderer, Filip Pavetic, Austin Waters, Gang Li, Ibrahim Alabdulmohsin, Lucas Beyer, Julien Amelot, Kenton Lee, Andreas Peter Steiner, Yang Li, Daniel Keysers, Anurag Arnab, Yuanzhong Xu, Keran Rong, Alexander Kolesnikov, Mojtaba Seyedhosseini, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut:
PaLI-X: On Scaling up a Multilingual Vision and Language Model. CoRR abs/2305.18565 (2023) - [i46]Anthony Brohan, Noah Brown, Justice Carbajal, Yevgen Chebotar, Xi Chen, Krzysztof Choromanski, Tianli Ding, Danny Driess, Avinava Dubey, Chelsea Finn, Pete Florence, Chuyuan Fu, Montse Gonzalez Arenas, Keerthana Gopalakrishnan, Kehang Han, Karol Hausman, Alexander Herzog, Jasmine Hsu, Brian Ichter, Alex Irpan, Nikhil J. Joshi, Ryan Julian, Dmitry Kalashnikov, Yuheng Kuang, Isabel Leal, Lisa Lee, Tsang-Wei Edward Lee, Sergey Levine, Yao Lu, Henryk Michalewski, Igor Mordatch, Karl Pertsch, Kanishka Rao, Krista Reymann, Michael S. Ryoo, Grecia Salazar, Pannag Sanketi, Pierre Sermanet, Jaspiar Singh, Anikait Singh, Radu Soricut, Huong T. Tran, Vincent Vanhoucke
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control. CoRR abs/2307.15818 (2023) - [i45]Nan Ding, Tomer Levinboim, Jialin Wu, Sebastian Goodman, Radu Soricut:
CausalLM is not optimal for in-context learning. CoRR abs/2308.06912 (2023) - [i44]Xi Chen, Xiao Wang, Lucas Beyer, Alexander Kolesnikov, Jialin Wu, Paul Voigtlaender, Basil Mustafa, Sebastian Goodman, Ibrahim Alabdulmohsin, Piotr Padlewski, Daniel Salz, Xi Xiong, Daniel Vlasic, Filip Pavetic, Keran Rong, Tianli Yu, Daniel Keysers, Xiaohua Zhai, Radu Soricut:
PaLI-3 Vision Language Models: Smaller, Faster, Stronger. CoRR abs/2310.09199 (2023) - [i43]Yaqing Wang, Jialin Wu, Tanmaya Dabral, Jiageng Zhang, Geoff Brown, Chun-Ta Lu, Frederick Liu, Yi Liang, Bo Pang, Michael Bendersky, Radu Soricut:
Non-Intrusive Adaptation: Input-Centric Parameter-efficient Fine-Tuning for Versatile Multimodal Modeling. CoRR abs/2310.12100 (2023) - [i42]Jialin Wu, Xia Hu, Yaqing Wang, Bo Pang, Radu Soricut:
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts. CoRR abs/2312.00968 (2023) - [i41]Rohan Anil, Sebastian Borgeaud, Yonghui Wu, Jean-Baptiste Alayrac, Jiahui Yu, Radu Soricut, Johan Schalkwyk, Andrew M. Dai, Anja Hauth, Katie Millican, David Silver, Slav Petrov, Melvin Johnson, Ioannis Antonoglou, Julian Schrittwieser, Amelia Glaese, Jilin Chen, Emily Pitler, Timothy P. Lillicrap, Angeliki Lazaridou, Orhan Firat, James Molloy, Michael Isard, Paul Ronald Barham, Tom Hennigan, Benjamin Lee, Fabio Viola, Malcolm Reynolds, Yuanzhong Xu, Ryan Doherty, Eli Collins, Clemens Meyer, Eliza Rutherford, Erica Moreira, Kareem Ayoub, Megha Goel, George Tucker, Enrique Piqueras, Maxim Krikun, Iain Barr, Nikolay Savinov, Ivo Danihelka, Becca Roelofs, Anaïs White, Anders Andreassen, Tamara von Glehn, Lakshman Yagati, Mehran Kazemi, Lucas Gonzalez, Misha Khalman, Jakub Sygnowski, et al.:
Gemini: A Family of Highly Capable Multimodal Models. CoRR abs/2312.11805 (2023) - [i40]Mehran Kazemi, Hamidreza Alvari, Ankit Anand, Jialin Wu, Xi Chen, Radu Soricut:
GeomVerse: A Systematic Evaluation of Large Models for Geometric Reasoning. CoRR abs/2312.12241 (2023) - 2022
- [j5]Yu-Chuan Su
2.5D visual relationship detection. Comput. Vis. Image Underst. 224: 103557 (2022) - [c44]Wanrong Zhu
End-to-end Dense Video Captioning as Sequence Generation. COLING 2022: 5651-5665 - [c43]Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish V. Thapliyal, Radu Soricut:
Denoising Large-Scale Image Captioning from Alt-text Data Using Content Selection Models. COLING 2022: 6089-6104 - [c42]Nan Ding, Xi Chen, Tomer Levinboim, Soravit Changpinyo, Radu Soricut:
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks. ECCV (34) 2022: 252-268 - [c41]Ashish V. Thapliyal, Jordi Pont-Tuset, Xi Chen, Radu Soricut:
Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset. EMNLP 2022: 715-729 - [c40]Soravit Changpinyo, Doron Kukliansky, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut:
All You May Need for VQA are Image Captions. NAACL-HLT 2022: 1947-1963 - [i39]Nan Ding, Xi Chen, Tomer Levinboim, Beer Changpinyo, Radu Soricut:
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks. CoRR abs/2203.05126 (2022) - [i38]Wanrong Zhu, Bo Pang, Ashish V. Thapliyal, William Yang Wang, Radu Soricut:
End-to-end Dense Video Captioning as Sequence Generation. CoRR abs/2204.08121 (2022) - [i37]Soravit Changpinyo, Doron Kukliansky, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut:
All You May Need for VQA are Image Captions. CoRR abs/2205.01883 (2022) - [i36]Ashish V. Thapliyal, Jordi Pont-Tuset, Xi Chen, Radu Soricut:
Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset. CoRR abs/2205.12522 (2022) - [i35]Soravit Changpinyo, Linting Xue, Idan Szpektor, Ashish V. Thapliyal, Julien Amelot, Xi Chen, Radu Soricut:
Towards Multi-Lingual Visual Question Answering. CoRR abs/2209.05401 (2022) - [i34]Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu
PreSTU: Pre-Training for Scene-Text Understanding. CoRR abs/2209.05534 (2022) - [i33]Xi Chen, Xiao Wang
PaLI: A Jointly-Scaled Multilingual Language-Image Model. CoRR abs/2209.06794 (2022) - [i32]Zifan Wang, Nan Ding, Tomer Levinboim, Xi Chen, Radu Soricut:
Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization. CoRR abs/2211.12624 (2022) - [i31]Su Wang, Chitwan Saharia, Ceslee Montgomery, Jordi Pont-Tuset, Shai Noy, Stefano Pellegrini, Yasumasa Onoe, Sarah Laszlo, David J. Fleet, Radu Soricut, Jason Baldridge, Mohammad Norouzi, Peter Anderson, William Chan:
Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting. CoRR abs/2212.06909 (2022) - 2021
- [c39]Zhenhai Zhu, Radu Soricut:
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences. ACL/IJCNLP (1) 2021: 3801-3815 - [c38]Edwin G. Ng, Bo Pang, Piyush Sharma, Radu Soricut:
Understanding Guided Image Captioning Performance across Domains. CoNLL 2021: 183-193 - [c37]Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut:
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts. CVPR 2021: 3558-3568 - [c36]Arjun R. Akula, Soravit Changpinyo, Boqing Gong, Piyush Sharma, Song-Chun Zhu, Radu Soricut:
CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization. EMNLP (1) 2021: 2148-2166 - [c35]Mert Inan
COSMic: A Coherence-Aware Generation Metric for Image Descriptions. EMNLP (Findings) 2021: 3419-3430 - [c34]Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari, Radu Soricut:
Telling the What while Pointing to the Where: Multimodal Queries for Image Retrieval. ICCV 2021: 12116-12126 - [c33]Tomer Levinboim, Ashish V. Thapliyal, Piyush Sharma, Radu Soricut:
Quality Estimation for Image Captions Based on Large-scale Human Evaluations. NAACL-HLT 2021: 3157-3166 - [c32]Nan Ding, Xi Chen, Tomer Levinboim, Sebastian Goodman, Radu Soricut:
Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning. NeurIPS 2021: 29506-29516 - [i30]Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari, Radu Soricut:
Telling the What while Pointing the Where: Fine-grained Mouse Trace and Language Supervision for Improved Image Retrieval. CoRR abs/2102.04980 (2021) - [i29]Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut:
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts. CoRR abs/2102.08981 (2021) - [i28]Yu-Chuan Su, Soravit Changpinyo, Xiangning Chen, Sathish Thoppay, Cho-Jui Hsieh, Lior Shapira, Radu Soricut, Hartwig Adam, Matthew Brown, Ming-Hsuan Yang, Boqing Gong:
2.5D Visual Relationship Detection. CoRR abs/2104.12727 (2021) - [i27]Nan Ding, Xi Chen, Tomer Levinboim, Sebastian Goodman, Radu Soricut:
Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning. CoRR abs/2105.14099 (2021) - [i26]Zhenhai Zhu, Radu Soricut:
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences. CoRR abs/2107.11906 (2021) - [i25]Mert Inan, Piyush Sharma, Baber Khalid, Radu Soricut, Matthew Stone, Malihe Alikhani:
COSMic: A Coherence-Aware Generation Metric for Image Descriptions. CoRR abs/2109.05281 (2021) - 2020
- [c31]Paul Hongsuck Seo, Piyush Sharma, Tomer Levinboim, Bohyung Han, Radu Soricut:
Reinforcing an Image Caption Generator Using Off-Line Human Feedback. AAAI 2020: 2693-2700 - [c30]Ashish V. Thapliyal, Radu Soricut:
Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage. ACL 2020: 160-170 - [c29]Malihe Alikhani, Piyush Sharma, Shengjie Li
Cross-modal Coherence Modeling for Caption Generation. ACL 2020: 6525-6535 - [c28]Jordi Pont-Tuset, Jasper R. R. Uijlings, Soravit Changpinyo, Radu Soricut, Vittorio Ferrari:
Connecting Vision and Language with Localized Narratives. ECCV (5) 2020: 647-664 - [c27]Sebastian Goodman, Nan Ding, Radu Soricut:
TeaForN: Teacher-Forcing with N-grams. EMNLP (1) 2020: 8704-8717 - [c26]Jack Hessel, Zhenhai Zhu, Bo Pang, Radu Soricut:
Beyond Instructional Videos: Probing for More Diverse Visual-Textual Grounding on YouTube. EMNLP (1) 2020: 8812-8822 - [c25]Xi Chen, Nan Ding, Tomer Levinboim, Radu Soricut:
Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance. Eval4NLP 2020: 51-59 - [c24]Zhenzhong Lan, Mingda Chen
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations. ICLR 2020 - [c23]Gabriel Huang, Bo Pang, Zhenhai Zhu, Clara Rivera, Radu Soricut:
Multimodal Pretraining for Dense Video Captioning. AACL/IJCNLP 2020: 470-490 - [i24]Jack Hessel, Zhenhai Zhu, Bo Pang, Radu Soricut:
Beyond Instructional Videos: Probing for More Diverse Visual-Textual Grounding on YouTube. CoRR abs/2004.14338 (2020) - [i23]Ashish V. Thapliyal, Radu Soricut:
Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage. CoRR abs/2005.00246 (2020) - [i22]Malihe Alikhani, Piyush Sharma, Shengjie Li, Radu Soricut, Matthew Stone:
Clue: Cross-modal Coherence Modeling for Caption Generation. CoRR abs/2005.00908 (2020) - [i21]Nicholas Trieu, Sebastian Goodman, Pradyumna Narayana, Kazoo Sone, Radu Soricut:
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images. CoRR abs/2006.08686 (2020) - [i20]Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish V. Thapliyal, Radu Soricut:
Weakly Supervised Content Selection for Improved Image Captioning. CoRR abs/2009.05175 (2020) - [i19]Nan Ding, Xinjie Fan, Zhenzhong Lan, Dale Schuurmans, Radu Soricut:
Attention that does not Explain Away. CoRR abs/2009.14308 (2020) - [i18]Sebastian Goodman, Nan Ding, Radu Soricut:
TeaForN: Teacher-Forcing with N-grams. CoRR abs/2010.03494 (2020) - [i17]Xi Chen, Nan Ding, Tomer Levinboim, Radu Soricut:
Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance. CoRR abs/2010.06150 (2020) - [i16]Gabriel Huang, Bo Pang, Zhenhai Zhu, Clara Rivera, Radu Soricut:
Multimodal Pretraining for Dense Video Captioning. CoRR abs/2011.11760 (2020) - [i15]Edwin G. Ng, Bo Pang, Piyush Sharma, Radu Soricut:
Understanding Guided Image Captioning Performance across Domains. CoRR abs/2012.02339 (2020)
2010 – 2019
- 2019
- [c22]Sanqiang Zhao, Piyush Sharma, Tomer Levinboim, Radu Soricut:
Informative Image Captioning with External Sources of Information. ACL (1) 2019: 6485-6494 - [c21]Jack Hessel, Bo Pang, Zhenhai Zhu, Radu Soricut:
A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions. CoNLL 2019: 419-429 - [c20]Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut:
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering. EMNLP/IJCNLP (1) 2019: 1468-1474 - [i14]Sanqiang Zhao, Piyush Sharma, Tomer Levinboim, Radu Soricut:
Informative Image Captioning with External Sources of Information. CoRR abs/1906.08876 (2019) - [i13]Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut:
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering. CoRR abs/1909.02097 (2019) - [i12]Tomer Levinboim, Ashish V. Thapliyal, Piyush Sharma, Radu Soricut:
Quality Estimation for Image Captions Based on Large-scale Human Evaluations. CoRR abs/1909.03396 (2019) - [i11]Sebastian Goodman, Zhenzhong Lan, Radu Soricut:
Multi-stage Pretraining for Abstractive Summarization. CoRR abs/1909.10599 (2019) - [i10]Zhenzhong Lan, Mingda Chen, Sebastian Goodman, Kevin Gimpel, Piyush Sharma, Radu Soricut:
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations. CoRR abs/1909.11942 (2019) - [i9]Jack Hessel, Bo Pang, Zhenhai Zhu, Radu Soricut:
A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions. CoRR abs/1910.02930 (2019) - [i8]Paul Hongsuck Seo, Piyush Sharma, Tomer Levinboim, Bohyung Han, Radu Soricut:
Reinforcing an Image Caption Generator Using Off-Line Human Feedback. CoRR abs/1911.09753 (2019) - [i7]Jordi Pont-Tuset, Jasper R. R. Uijlings, Soravit Changpinyo, Radu Soricut, Vittorio Ferrari:
Connecting Vision and Language with Localized Narratives. CoRR abs/1912.03098 (2019) - 2018
- [c19]Piyush Sharma, Nan Ding, Sebastian Goodman, Radu Soricut:
Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning. ACL (1) 2018: 2556-2565 - [c18]Ye Zhang, Nan Ding, Radu Soricut:
SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation. NAACL-HLT 2018: 1528-1538 - [i6]Ye Zhang, Nan Ding, Radu Soricut:
SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation. CoRR abs/1804.04093 (2018) - 2017
- [c17]Nan Ding, Radu Soricut:
Cold-Start Reinforcement Learning with Softmax Policy Gradient. NIPS 2017: 2817-2826 - [i5]Nan Ding, Radu Soricut:
Cold-Start Reinforcement Learning with Softmax Policy Gradients. CoRR abs/1709.09346 (2017) - 2016
- [j4]Manaal Faruqui, Ryan T. McDonald, Radu Soricut:
Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning. Trans. Assoc. Comput. Linguistics 4: 1-16 (2016) - [i4]Radu Soricut, Nan Ding:
Building Large Machine Reading-Comprehension Datasets using Paragraph Vectors. CoRR abs/1612.04342 (2016) - [i3]Radu Soricut, Nan Ding:
Multilingual Word Embeddings using Multigraphs. CoRR abs/1612.04732 (2016) - [i2]Nan Ding, Sebastian Goodman, Fei Sha, Radu Soricut:
Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task. CoRR abs/1612.07833 (2016) - 2015
- [c16]Radu Soricut, Franz Josef Och:
Unsupervised Morphology Induction Using Word Embeddings. HLT-NAACL 2015: 1627-1637 - [i1]Manaal Faruqui, Ryan T. McDonald, Radu Soricut:
Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning. CoRR abs/1512.05030 (2015) - 2014
- [c15]Ondrej Bojar
Findings of the 2014 Workshop on Statistical Machine Translation. WMT@ACL 2014: 12-58 - 2013
- [j3]Lucia Specia
Quality estimation for machine translation: preface. Mach. Transl. 27(3-4): 167-170 (2013) - [c14]Ondrej Bojar, Christian Buck, Chris Callison-Burch, Christian Federmann, Barry Haddow, Philipp Koehn, Christof Monz, Matt Post, Radu Soricut, Lucia Specia:
Findings of the 2013 Workshop on Statistical Machine Translation. WMT@ACL 2013: 1-44 - 2012
- [c13]Chris Callison-Burch, Philipp Koehn, Christof Monz, Matt Post, Radu Soricut, Lucia Specia:
Findings of the 2012 Workshop on Statistical Machine Translation. WMT@NAACL-HLT 2012: 10-51 - [c12]Radu Soricut, Nguyen Bach, Ziyuan Wang:
The SDL Language Weaver Systems in the WMT12 Quality Estimation Shared Task. WMT@NAACL-HLT 2012: 145-151 - [c11]Radu Soricut, Sushant Narsale:
Combining Quality Prediction and System Selection for Improved Automatic Translation Output. WMT@NAACL-HLT 2012: 163-170 - [e1]Chris Callison-Burch, Philipp Koehn, Christof Monz, Matt Post, Radu Soricut, Lucia Specia:
Proceedings of the Seventh Workshop on Statistical Machine Translation, WMT@NAACL-HLT 2012, June 7-8, 2012, Montréal, Canada. The Association for Computer Linguistics 2012 [contents] - 2010
- [c10]Radu Soricut, Abdessamad Echihabi:
TrustRank: Inducing Trust in Automatic Translations via Ranking. ACL 2010: 612-621
2000 – 2009
- 2008
- [c9]Sujith Ravi, Kevin Knight, Radu Soricut:
Automatic Prediction of Parser Accuracy. EMNLP 2008: 887-896 - 2007
- [j2]Radu Soricut, Daniel Marcu:
Abstractive headline generation using WIDL-expressions. Inf. Process. Manag. 43(6): 1536-1548 (2007) - 2006
- [j1]Radu Soricut, Eric Brill:
Automatic question answering using the web: Beyond the Factoid. Inf. Retr. 9(2): 191-206 (2006) - [c8]Radu Soricut, Daniel Marcu:
Stochastic Language Generation Using WIDL-Expressions and its Application in Machine Translation and Summarization. ACL 2006 - [c7]Radu Soricut, Daniel Marcu:
Discourse Generation Using Utility-Trained Coherence Models. ACL 2006 - 2005
- [c6]Radu Soricut:
Natural Language Generation for Text-to-Text Applications Using an Information-Slim Representation. AAAI 2005: 1662-1663 - [c5]Radu Soricut, Daniel Marcu:
Towards Developing Generation Algorithms for Text-to-Text Applications. ACL 2005: 66-74 - 2004
- [c4]Radu Soricut, Eric Brill:
A Unified Framework For Automatic Evaluation Using 4-Gram Co-occurrence Statistics. ACL 2004: 613-620 - [c3]Radu Soricut, Eric Brill:
Automatic Question Answering: Beyond the Factoid. HLT-NAACL 2004: 57-64 - 2003
- [c2]Radu Soricut, Daniel Marcu:
Sentence Level Discourse Parsing using Syntactic and Lexical Information. HLT-NAACL 2003 - 2002
- [c1]Radu Soricut, Kevin Knight, Daniel Marcu:
Using a Large Monolingual Corpus to Improve Translation Accuracy. AMTA 2002: 155-164
Coauthor Index
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