Megh Thakkar

According to our database, Megh Thakkar authored at least 23 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks.

Léo Boisvert, Megh Thakkar, Maxime Gasse, Massimo Caccia, Thibault Le Sellier De Chezelles, Quentin Cappart, Nicolas Chapados, Alexandre Lacoste, Alexandre Drouin

CoRR, 2024

ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild.

Ahmed Masry, Megh Thakkar, Aayush Bajaj, Aaryaman Kartha, Enamul Hoque, Shafiq Joty

CoRR, 2024

WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?

Alexandre Drouin, Maxime Gasse, Massimo Caccia, Issam H. Laradji, Manuel Del Verme, Tom Marty, Léo Boisvert, Megh Thakkar, Quentin Cappart, David Vázquez, Nicolas Chapados, Alexandre Lacoste

CoRR, 2024

AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP.

Ramit Sawhney, Shrey Pandit, Vishwa Shah, Megh Thakkar, Shafiq Joty

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Sequence Mixup for Zero-Shot Cross-Lingual Part-of-speech Tagging.

Ramit Sawhney, Megh Thakkar

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques.

Megh Thakkar, Quentin Fournier, Matthew Riemer, Pin-Yu Chen, Amal Zouaq, Payel Das, Sarath Chandar

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications.

Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Xu Chi

CoRR, 2023

Learning Through Interpolative Augmentation of Dynamic Curvature Spaces.

Parth Chhabra, Atula Tejaswi Neerkaje, Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Sudheer Chava

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Self-Influence Guided Data Reweighting for Language Model Pre-training.

Megh Thakkar, Tolga Bolukbasi, Sriram Ganapathy, Shikhar Vashishth, Sarath Chandar, Partha Talukdar

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications.

Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Chi Xu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations.

Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Shafiq Joty, Luo Si, Lidong Bing

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

CIAug: Equipping Interpolative Augmentation with Curriculum Learning.

Ramit Sawhney, Ritesh Soun, Shrey Pandit, Megh Thakkar, Sarvagya Malaviya, Yuval Pinter

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

SleepQA: A Health Coaching Dataset on Sleep for Extractive Question Answering.

Iva Bojic, Qi Chwen Ong, Megh Thakkar, Esha Kamran, Irving Yu Le Shua, Jaime Rei Ern Pang, Jessica Chen, Vaaruni Nayak, Shafiq R. Joty, Josip Car

Proceedings of the Machine Learning for Health, 2022

PISA: PoIncaré Saliency-Aware Interpolative Augmentation.

Ramit Sawhney, Megh Thakkar, Vishwa Shah, Puneet Mathur, Vasu Sharma, Dinesh Manocha

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

THINK: Temporal Hypergraph Hyperbolic Network.

Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Jiawei Han, Tyler Derr

Proceedings of the IEEE International Conference on Data Mining, 2022

Tweet Based Reach Aware Temporal Attention Network for NFT Valuation.

Ramit Sawhney, Megh Thakkar, Ritesh Soun, Atula Tejaswi Neerkaje, Vasu Sharma, Dipanwita Guhathakurta, Sudheer Chava

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

DMix: Adaptive Distance-aware Interpolative Mixup.

Ramit Sawhney, Megh Thakkar, Shrey Pandit, Ritesh Soun, Di Jin, Diyi Yang, Lucie Flek

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

Chart-to-Text: A Large-Scale Benchmark for Chart Summarization.

Shankar Kantharaj, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq R. Joty

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Hyperbolic Online Time Stream Modeling.

Ramit Sawhney, Shivam Agarwal, Megh Thakkar, Arnav Wadhwa, Rajiv Ratn Shah

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

HypMix: Hyperbolic Interpolative Data Augmentation.

Ramit Sawhney, Megh Thakkar, Shivam Agarwal, Di Jin, Diyi Yang, Lucie Flek

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2011

Poster: Consolidating Database Servers.

Megh Thakkar

Proceedings of the 37. International Computer Measurement Group Conference, 2011

2009

Capacity planning in an Oracle database.

Megh Thakkar

Proceedings of the 35. International Computer Measurement Group Conference, 2009

2007

Performance Management - Top 10 Traps.

Megh Thakkar

Proceedings of the 33rd International Computer Measurement Group Conference, 2007