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Gargi Ghosh
Gargi Ghosh
Meta AI Research
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Lima: Less is more for alignment
C Zhou, P Liu, P Xu, S Iyer, J Sun, Y Mao, X Ma, A Efrat, P Yu, L Yu, ...
Advances in Neural Information Processing Systems 36, 2024
7242024
Videoclip: Contrastive pre-training for zero-shot video-text understanding
H Xu, G Ghosh, PY Huang, D Okhonko, A Aghajanyan, F Metze, ...
arXiv preprint arXiv:2109.14084, 2021
5132021
Pre-training via paraphrasing
M Lewis, M Ghazvininejad, G Ghosh, A Aghajanyan, S Wang, ...
Advances in Neural Information Processing Systems 33, 18470-18481, 2020
1612020
Cm3: A causal masked multimodal model of the internet
A Aghajanyan, B Huang, C Ross, V Karpukhin, H Xu, N Goyal, D Okhonko, ...
arXiv preprint arXiv:2201.07520, 2022
1462022
Vlm: Task-agnostic video-language model pre-training for video understanding
H Xu, G Ghosh, PY Huang, P Arora, M Aminzadeh, C Feichtenhofer, ...
arXiv preprint arXiv:2105.09996, 2021
1342021
Scaling autoregressive multi-modal models: Pretraining and instruction tuning
L Yu, B Shi, R Pasunuru, B Muller, O Golovneva, T Wang, A Babu, B Tang, ...
arXiv preprint arXiv:2309.02591 2 (3), 2023
992023
Exploring deep multimodal fusion of text and photo for hate speech classification
F Yang, X Peng, G Ghosh, R Shilon, H Ma, E Moore, G Predovic
Proceedings of the third workshop on abusive language online, 11-18, 2019
962019
Demystifying clip data
H Xu, S Xie, XE Tan, PY Huang, R Howes, V Sharma, SW Li, G Ghosh, ...
arXiv preprint arXiv:2309.16671, 2023
942023
Htlm: Hyper-text pre-training and prompting of language models
A Aghajanyan, D Okhonko, M Lewis, M Joshi, H Xu, G Ghosh, ...
arXiv preprint arXiv:2107.06955, 2021
752021
Multi-task retrieval for knowledge-intensive tasks
J Maillard, V Karpukhin, F Petroni, W Yih, B Oğuz, V Stoyanov, G Ghosh
arXiv preprint arXiv:2101.00117, 2021
602021
Chameleon: Mixed-modal early-fusion foundation models
C Team
arXiv preprint arXiv:2405.09818, 2024
572024
Mavil: Masked audio-video learners
PY Huang, V Sharma, H Xu, C Ryali, Y Li, SW Li, G Ghosh, J Malik, ...
Advances in Neural Information Processing Systems 36, 2024
542024
Optimizing query evaluations using reinforcement learning for web search
C Rosset, D Jose, G Ghosh, B Mitra, S Tiwary
The 41st International ACM SIGIR Conference on Research & Development in …, 2018
332018
Alert: Adapting language models to reasoning tasks
P Yu, T Wang, O Golovneva, B AlKhamissi, S Verma, Z Jin, G Ghosh, ...
arXiv preprint arXiv:2212.08286, 2022
23*2022
Cit: Curation in training for effective vision-language data
H Xu, S Xie, PY Huang, L Yu, R Howes, G Ghosh, L Zettlemoyer, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
222023
Moma: Efficient early-fusion pre-training with mixture of modality-aware experts
XV Lin, A Shrivastava, L Luo, S Iyer, M Lewis, G Gosh, L Zettlemoyer, ...
arXiv preprint arXiv:2407.21770, 2024
52024
Relaxed filter set
Y Wang, TK Dohzen, D Qi, R Majumder, G Ghosh, NR Wijaya
US Patent App. 12/328,450, 2010
52010
Text Quality-Based Pruning for Efficient Training of Language Models
V Sharma, K Padthe, N Ardalani, K Tirumala, R Howes, H Xu, PY Huang, ...
arXiv preprint arXiv:2405.01582, 2024
42024
User-SERP Interaction Prediction through Deep Multi-task Learning
W Jiang, D Jose, G Ghosh
12018
Altogether: Image Captioning via Re-aligning Alt-text
H Xu, PY Huang, XE Tan, CF Yeh, J Kahn, C Jou, G Ghosh, O Levy, ...
arXiv preprint arXiv:2410.17251, 2024
2024
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