Publications by Megh Thakkar

Megh Thakkar

Research Areas: Natural Language Processing, Large Language Models

Activity

ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild
Ahmed Masry*, Megh Thakkar*, Aayush Bajaj, Aaryaman Kartha, Enamul Hoque, and 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, and Alexandre Drouin
Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks, 2024.
#NLP
[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, and Sarath Chandar
Annual Meeting of the Association for Computational Linguistics (ACL), 2024.
#NLP
[arXiv]

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