Publications d'Megh Thakkar

Megh Thakkar

Domaines de recherche: Traitement du langage naturel, Grands Modèles de Langage

Activité

ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild
Ahmed Masry*, Megh Thakkar*, Aayush Bajaj, Aaryaman Kartha, Enamul Hoque et Shafiq Joty
In arXiv, 2024.
#NLP
[arXiv], [code]

WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks
Leo Boisvert*, Megh Thakkar*, Maxime Gasse, Massimo Caccia, Thibault Le Sellier De Chezelles, Quentin Cappart, Nicolas Chapados, Alexandre Lacoste et Alexandre Drouin
Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, 2024.
#NLP
[openreview], [arXiv], [code]
A deep-dive into the tradeoffs of preference alignment with PEFT
Megh Thakkar, Quentin Fournier, Matthew Riemer, Pin-Yu Chen, Amal Zouaq, Payel Das et Sarath Chandar
Annual Meeting of the Association for Computational Linguistics (ACL), 2024.
#NLP
[acl], [arXiv]

Self-Influence Guided Data Reweighting for Language Model Pre-training
Megh Thakkar, Tolga Bolukbasi, Sriram Ganapathy, Shikhar Vashishth, Sarath Chandar et Partha Talukdar
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023.
#NLP
[acl], [openreview], [arXiv]