Tomal Deb

Principal Scientist, AI/ML, Amazon

Joined

May 2025

Names

Tomal Deb (Preferred)

Emails

****@amazon.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Principal Scientist

AI/ML, Amazon (amazon.com)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

STED and Consistency Scoring: A Framework for Evaluating LLM Structured Output Reliability
Guanghui Wang, Jinze Yu, Xing Zhang, Dayuan Jiang, Yin Song, Tomal Deb, Xuefeng Liu, Peiyang He
- CoRR 2025
- Readers: Everyone
Efficient Post-Training for Industry-Specialized Reasoning in Small Language Models
Bill Cai, Sheldon Liu, Tatsuo Azeyanagi, Tomal Deb
- NeurIPS 2025 ER Workshop
- Readers: Everyone
STED and Consistency Scoring: A Framework for Evaluating LLM Structured Output Reliability
Guanghui Wang, Jinze Yu, Xing Zhang, Dayuan jiang, Yin Song, Peiyang He, Xuefeng Liu, Tomal Deb
- SPIGM @ NeurIPS
- Readers: Everyone
A Multi-Stage Pipeline for Accurate Handwritten Information Extraction from Financial Forms
Guanghui Wang, Jinze Yu, Xing Zhang, Tomal Deb, Xuefeng Liu, Peiyang He
- ICCVW 2025
- Readers: Everyone
ADEQA: A Question Answer based approach for joint ADE-Suspect Extraction using Sequence-To-Sequence Transformers
Vinayak Arannil, Tomal Deb, Atanu Roy
- CoRR 2024
- Readers: Everyone
Topic Knowledge Based Controlled Generation for Long Documents Using Retrieval-Based Language Models
Xuefei Zhang, Peiyang He, Tomal Deb, Guang Yang, Xuefeng Liu, Ziqing Hu, Tianyi Mao
- FSDM 2023
- Readers: Everyone

Co-Authors