Vedanuj Goswami

40 papers A* 9A 2C 1Journal 19Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Correlating and Predicting Human Evaluations of Language Models from Natural Language Processing Benchmarks.
CoRR
Rylan Schaeffer, Punit Singh Koura, Binh Tang, Ranjan Subramanian, Aaditya K. Singh, Todor Mihaylov, Prajjwal Bhargava, Lovish Madaan, Niladri S. Chatterji, Vedanuj Goswami, Sergey Edunov, Dieuwke Hupkes, Sanmi Koyejo, Sharan Narang
2025 A* conf
Scaling Llama 3 Training with Efficient Parallelism Strategies.
ISCA
Weiwei Chu, Xinfeng Xie, Jiecao Yu, Jie Wang, Amar Phanishayee, Chunqiang Tang, Yuchen Hao, Jianyu Huang, Mustafa Ozdal, Jun Wang, Vedanuj Goswami, Naman Goyal, Abhishek Kadian, Andrew Gu, Chris Cai, Feng Tian, Xiaodong Wang, Min Si, Pavan Balaji, Ching-Hsiang Chu, Jongsoo Park
2023 — conf
Causes and Cures for Interference in Multilingual Translation.
ACL (1)
Uri Shaham, Maha Elbayad, Vedanuj Goswami, Omer Levy, Shruti Bhosale
2023 — conf
Language-Aware Multilingual Machine Translation with Self-Supervised Learning.
EACL (Findings)
Haoran Xu, Jean Maillard, Vedanuj Goswami
2023 J jnl
Language-Aware Multilingual Machine Translation with Self-Supervised Learning.
CoRR
Haoran Xu, Jean Maillard, Vedanuj Goswami
2023 J jnl
Llama 2: Open Foundation and Fine-Tuned Chat Models.
CoRR
Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton-Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurélien Rodriguez, Robert Stojnic, Sergey Edunov, Thomas Scialom
2023 A conf
MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translation.
INTERSPEECH
Mohamed Anwar, Bowen Shi, Vedanuj Goswami, Wei-Ning Hsu, Juan Pino, Changhan Wang
2023 J jnl
MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translation.
CoRR
Mohamed Anwar, Bowen Shi, Vedanuj Goswami, Wei-Ning Hsu, Juan Pino, Changhan Wang
2023 J jnl
Multilingual Speech-to-Speech Translation into Multiple Target Languages.
CoRR
Hongyu Gong, Ning Dong, Sravya Popuri, Vedanuj Goswami, Ann Lee, Juan Pino
2023 A* conf
Revisiting Machine Translation for Cross-lingual Classification.
EMNLP
Mikel Artetxe, Vedanuj Goswami, Shruti Bhosale, Angela Fan, Luke Zettlemoyer
2023 J jnl
Revisiting Machine Translation for Cross-lingual Classification.
CoRR
Mikel Artetxe, Vedanuj Goswami, Shruti Bhosale, Angela Fan, Luke Zettlemoyer
2023 — conf
Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation.
ACL (1)
Jean Maillard, Cynthia Gao, Elahe Kalbassi, Kaushik Ram Sadagopan, Vedanuj Goswami, Philipp Koehn, Angela Fan, Francisco Guzmán
2023 — conf
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations.
ACL (1)
Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee, Vedanuj Goswami, Changhan Wang, Juan Pino, Benoît Sagot, Holger Schwenk
2023 — conf
Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity.
EMNLP (Findings)
Haoran Xu, Maha Elbayad, Kenton Murray, Jean Maillard, Vedanuj Goswami
2023 J jnl
Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity.
CoRR
Haoran Xu, Maha Elbayad, Kenton Murray, Jean Maillard, Vedanuj Goswami
2022 J jnl
Causes and Cures for Interference in Multilingual Translation.
CoRR
Uri Shaham, Maha Elbayad, Vedanuj Goswami, Omer Levy, Shruti Bhosale
2022 A* conf
FLAVA: A Foundational Language And Vision Alignment Model.
CVPR
Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela
2022 J jnl
No Language Left Behind: Scaling Human-Centered Machine Translation.
CoRR
Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Y. Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loïc Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett, Kaushik Ram Sadagopan, Dirk Rowe, Shannon Spruit, Chau Tran, Pierre Andrews, Necip Fazil Ayan, Shruti Bhosale, Sergey Edunov, Angela Fan, Cynthia Gao, Vedanuj Goswami, Francisco Guzmán, Philipp Koehn, Alexandre Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang
2022 J jnl
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations.
CoRR
Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee, Vedanuj Goswami, Changhan Wang, Juan Miguel Pino, Benoît Sagot, Holger Schwenk
2022 — conf
Tricks for Training Sparse Translation Models.
NAACL-HLT
Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan
2021 A* conf
Creative Sketch Generation.
ICLR
Songwei Ge, Vedanuj Goswami, Larry Zitnick, Devi Parikh
2021 J jnl
FLAVA: A Foundational Language And Vision Alignment Model.
CoRR
Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela
2021 A* conf
Human-Adversarial Visual Question Answering.
NeurIPS
Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Alberto Lopez Magana, Tristan Thrush, Wojciech Galuba, Devi Parikh, Douwe Kiela
2021 J jnl
Human-Adversarial Visual Question Answering.
CoRR
Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Alberto Lopez Magana, Wojciech Galuba, Devi Parikh, Douwe Kiela
2021 A* conf
MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond.
ICLR
Duy-Kien Nguyen, Vedanuj Goswami, Xinlei Chen
2021 A conf
Only Time Can Tell: Discovering Temporal Data for Temporal Modeling.
WACV
Laura Sevilla-Lara, Shengxin Zha, Zhicheng Yan, Vedanuj Goswami, Matt Feiszli, Lorenzo Torresani
2021 J jnl
Tricks for Training Sparse Translation Models.
CoRR
Dheeru Dua, Shruti Bhosale, Vedanuj Goswami, James Cross, Mike Lewis, Angela Fan
2020 A* conf
12-in-1: Multi-Task Vision and Language Representation Learning.
CVPR
Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee
2020 J jnl
Are we pretraining it right? Digging deeper into visio-linguistic pretraining.
CoRR
Amanpreet Singh, Vedanuj Goswami, Devi Parikh
2020 A* conf
Building Recommender Systems with PyTorch.
KDD
Dheevatsa Mudigere, Maxim Naumov, Joe Spisak, Geeta Chauhan, Narine Kokhlikyan, Amanpreet Singh, Vedanuj Goswami
2020 J jnl
Creative Sketch Generation.
CoRR
Songwei Ge, Vedanuj Goswami, C. Lawrence Zitnick, Devi Parikh
2020 J jnl
Revisiting Modulated Convolutions for Visual Counting and Beyond.
CoRR
Duy-Kien Nguyen, Vedanuj Goswami, Xinlei Chen
2020 — conf
The Hateful Memes Challenge: Competition Report.
NeurIPS (Competition and Demos)
Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Casey A. Fitzpatrick, Peter Bull, Greg Lipstein, Tony Nelli, Ron Zhu, Niklas Muennighoff, Riza Velioglu, Jewgeni Rose, Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis, Vlad Sandulescu, Umut Ozertem, Patrick Pantel, Lucia Specia, Devi Parikh
2020 A* conf
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes.
NeurIPS
Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, Davide Testuggine
2020 J jnl
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes.
CoRR
Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Pratik Ringshia, Davide Testuggine
2019 J jnl
12-in-1: Multi-Task Vision and Language Representation Learning.
CoRR
Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee
2019 J jnl
Only Time Can Tell: Discovering Temporal Data for Temporal Modeling.
CoRR
Laura Sevilla-Lara, Shengxin Zha, Zhicheng Yan, Vedanuj Goswami, Matt Feiszli, Lorenzo Torresani
2019 — conf
Unsupervised Image-to-Video Clothing Transfer.
ICCV Workshops
Albert Pumarola, Vedanuj Goswami, Francisco Vicente, Fernando De la Torre, Francesc Moreno-Noguer
2016 C conf
Knowledge Extraction and Annotation for Cross-Domain Textual Case-Based Reasoning in Biologically Inspired Design.
ICCBR
Spencer Rugaber, Shruti Bhati, Vedanuj Goswami, Evangelia Spiliopoulou, Sasha Azad, Sridevi Koushik, Rishikesh Kulkarni, Mithun Kumble, Sriya Sarathy, Ashok K. Goel
2015 — conf
A Grammarless Language Generation Algorithm Based on Idiotypic Artificial Immune Networks.
ACALCI
Vedanuj Goswami, Samir Borgohain