Scholar
Ananya Singha
Google Scholar ID: zyqwMLsAAAAJ
Associate Researcher at Microsoft
Citations & Impact
Citations
142
H-index
5
i10-index
4
Publications
12
Co-authors
6
list available
Publications
Resume (English only)
Academic Achievements
- Publications:
- 1. Deep learning applications in medical image analysis, published in Biomedical Data Mining for Information Retrieval: Methodologies, Techniques and Applications, 2021
- 2. Tabular representation, noisy operators, and impacts on table structure understanding tasks in llms, arXiv preprint arXiv:2310.10358, 2023, Best Paper Runner-Up Award, Spotlight paper
- 3. MetaReflection: Learning Instructions for Language Agents using Past Reflections, to be published in The 2024 Conference on Empirical Methods in Natural Language Processing, 2024
- 4. Semantically Aligned Question and Code Generation for Automated Insight Generation, to be published in Proceedings of the 1st International Workshop on Large Language Models for Code, 2024, Best Paper Award
Research Experience
- Position: Associate Researcher
- Organization: Microsoft PROSE Team
- Research Focus: Developing multi-modal neuro-symbolic systems for Excel Copilot
Education
- Degree: Bachelor's
- Institution: Indian Institute of Science Education and Research (IISER) Bhopal
- Major: Electrical Engineering and Computer Science (EECS)
- Minor: Data Science
- Time: Not specified
- Advisor: Not specified
Background
- Associate Researcher at Microsoft PROSE, working on developing multi-modal neuro-symbolic systems for Excel Copilot. Graduated top of the class from Indian Institute of Science Education and Research (IISER) Bhopal with a major in Electrical Engineering and Computer Science (EECS) and a minor in Data Science.
