Megh Thakkar
Megh Thakkar
MILA - Quebec AI Institute
Verified email at - Homepage
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Chart-to-text: A large-scale benchmark for chart summarization
S Kantharaj, RTK Leong, X Lin, A Masry, M Thakkar, E Hoque, S Joty
arXiv preprint arXiv:2203.06486, 2022
HypMix: hyperbolic interpolative data augmentation
R Sawhney, M Thakkar, S Agarwal, D Jin, D Yang, L Flek
Proceedings of the 2021 conference on empirical methods in natural language …, 2021
Hyperbolic online time stream modeling
R Sawhney, S Agarwal, M Thakkar, A Wadhwa, RR Shah
Proceedings of the 44th International ACM SIGIR conference on research and …, 2021
Self-influence guided data reweighting for language model pre-training
M Thakkar, T Bolukbasi, S Ganapathy, S Vashishth, S Chandar, ...
arXiv preprint arXiv:2311.00913, 2023
DMix: Adaptive distance-aware interpolative mixup
R Sawhney, M Thakkar, S Pandit, R Soun, D Jin, D Yang, L Flek
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
Think: Temporal hypergraph hyperbolic network
S Agarwal, R Sawhney, M Thakkar, P Nakov, J Han, T Derr
2022 IEEE International Conference on Data Mining (ICDM), 849-854, 2022
Randomized smoothing with masked inference for adversarially robust text classifications
HC Moon, S Joty, R Zhao, M Thakkar, X Chi
arXiv preprint arXiv:2305.06522, 2023
WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?
A Drouin, M Gasse, M Caccia, IH Laradji, M Del Verme, T Marty, ...
arXiv preprint arXiv:2403.07718, 2024
Tweet based reach aware temporal attention network for NFT valuation
R Sawhney, M Thakkar, R Soun, A Neerkaje, V Sharma, D Guhathakurta, ...
Findings of the Association for Computational Linguistics: EMNLP 2022, 6321-6332, 2022
Sleepqa: A health coaching dataset on sleep for extractive question answering
I Bojic, QC Ong, M Thakkar, E Kamran, IY Le Shua, JRE Pang, J Chen, ...
Machine Learning for Health, 199-217, 2022
Ciaug: Equipping interpolative augmentation with curriculum learning
R Sawhney, R Soun, S Pandit, M Thakkar, S Malaviya, Y Pinter
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
Learning Through Interpolative Augmentation of Dynamic Curvature Spaces
P Chhabra, AT Neerkaje, S Agarwal, R Sawhney, M Thakkar, P Nakov, ...
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
Randomized Smoothing with Masked Inference for Adversarially Robust NLP Systems
HC Moon, S Joty, R Zhao, M Thakkar, X Chi
WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks
L Boisvert, M Thakkar, M Gasse, M Caccia, D Chezelles, T Le Sellier, ...
arXiv preprint arXiv:2407.05291, 2024
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild
A Masry, M Thakkar, A Bajaj, A Kartha, E Hoque, S Joty
arXiv preprint arXiv:2407.04172, 2024
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques
M Thakkar, Q Fournier, MD Riemer, PY Chen, A Zouaq, P Das, S Chandar
arXiv preprint arXiv:2406.04879, 2024
AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP
R Sawhney, S Pandit, V Shah, M Thakkar, S Joty
Findings of the Association for Computational Linguistics: NAACL 2024, 1757-1771, 2024
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations
L Liu, X Li, M Thakkar, X Li, S Joty, L Si, L Bing
arXiv preprint arXiv:2211.08794, 2022
PISA: PoIncaré Saliency-Aware Interpolative Augmentation.
R Sawhney, M Thakkar, V Shah, P Mathur, V Sharma, D Manocha
INTERSPEECH, 2663-2667, 2022
Time Evolving Spatio-Temporal Hypergraph for Stock Forecasting
R Sawhney, S Agarwal, M Thakkar, V Malhotra, S Chava
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