Megh Thakkar

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 23

Top Topics

Incomplete Knowledge

Top Venues

Publications

Léo Boisvert, Megh Thakkar, Maxime Gasse, Massimo Caccia, Thibault Le Sellier De Chezelles, Quentin Cappart, Nicolas Chapados, Alexandre Lacoste, Alexandre Drouin
WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks. CoRR (2024)
Megh Thakkar, Quentin Fournier, Matthew D. Riemer, Pin-Yu Chen, Amal Zouaq, Payel Das, Sarath Chandar
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques. CoRR (2024)
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
WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks? CoRR (2024)
Ramit Sawhney, Megh Thakkar
Sequence Mixup for Zero-Shot Cross-Lingual Part-of-speech Tagging. Tiny Papers @ ICLR (2024)
Megh Thakkar, Quentin Fournier, Matthew Riemer, Pin-Yu Chen, Amal Zouaq, Payel Das, Sarath Chandar
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques. ACL (1) (2024)
Ahmed Masry, Megh Thakkar, Aayush Bajaj, Aaryaman Kartha, Enamul Hoque, Shafiq Joty
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild. CoRR (2024)
Megh Thakkar, Tolga Bolukbasi, Sriram Ganapathy, Shikhar Vashishth, Sarath Chandar, Partha Talukdar
Self-Influence Guided Data Reweighting for Language Model Pre-training. CoRR (2023)
Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Xu Chi
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications. CoRR (2023)
Parth Chhabra, Atula Tejaswi Neerkaje, Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Sudheer Chava
Learning Through Interpolative Augmentation of Dynamic Curvature Spaces. SIGIR (2023)
Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Chi Xu
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications. ACL (1) (2023)
Megh Thakkar, Tolga Bolukbasi, Sriram Ganapathy, Shikhar Vashishth, Sarath Chandar, Partha Talukdar
Self-Influence Guided Data Reweighting for Language Model Pre-training. EMNLP (2023)
Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Shafiq Joty, Luo Si, Lidong Bing
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations. ACL (1) (2023)
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
SleepQA: A Health Coaching Dataset on Sleep for Extractive Question Answering. ML4H@NeurIPS (2022)
Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Lidong Bing, Shafiq R. Joty, Luo Si
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations. CoRR (2022)
Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Jiawei Han, Tyler Derr
THINK: Temporal Hypergraph Hyperbolic Network. ICDM (2022)
Ramit Sawhney, Megh Thakkar, Ritesh Soun, Atula Tejaswi Neerkaje, Vasu Sharma, Dipanwita Guhathakurta, Sudheer Chava
Tweet Based Reach Aware Temporal Attention Network for NFT Valuation. EMNLP (Findings) (2022)
Shankar Kantharaj, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq R. Joty
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization. CoRR (2022)
Ramit Sawhney, Megh Thakkar, Shrey Pandit, Ritesh Soun, Di Jin, Diyi Yang, Lucie Flek
DMix: Adaptive Distance-aware Interpolative Mixup. ACL (2) (2022)
Shankar Kantharaj, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq R. Joty
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization. ACL (1) (2022)
Ramit Sawhney, Megh Thakkar, Vishwa Shah, Puneet Mathur, Vasu Sharma, Dinesh Manocha
PISA: PoIncaré Saliency-Aware Interpolative Augmentation. INTERSPEECH (2022)
Ramit Sawhney, Ritesh Soun, Shrey Pandit, Megh Thakkar, Sarvagya Malaviya, Yuval Pinter
CIAug: Equipping Interpolative Augmentation with Curriculum Learning. NAACL-HLT (2022)
Ramit Sawhney, Megh Thakkar, Shivam Agarwal, Di Jin, Diyi Yang, Lucie Flek
HypMix: Hyperbolic Interpolative Data Augmentation. EMNLP (1) (2021)
Ramit Sawhney, Shivam Agarwal, Megh Thakkar, Arnav Wadhwa, Rajiv Ratn Shah
Hyperbolic Online Time Stream Modeling. SIGIR (2021)
Megh Thakkar
Poster: Consolidating Database Servers. Int. CMG Conference (2011)
Megh Thakkar
Capacity planning in an Oracle database. Int. CMG Conference (2009)
Megh Thakkar
Performance Management - Top 10 Traps. Int. CMG Conference (2007)