Publications d'Megh Thakkar

• 

  Megh Thakkar

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

Activité

• Étudiant à la maitrise: sept. 2023 - maintenant

Prépublications

• 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]

Articles de conférence et de revue

2024

3. 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
   Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks, 2024.
   #NLP
   [arXiv], [code]

4. 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
   [arXiv]

2023

1. 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
   [arXiv]