Ananya Singha

Orcid: 0009-0009-7682-611X

According to our database1, Ananya Singha authored at least 9 papers between 2023 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2025
Ordered Semantically Diverse Sampling for Textual Data.
CoRR, March, 2025

TeCoFeS: Text Column Featurization using Semantic Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Challenges in Using Conversational AI for Data Science.
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2025

2024
Semantically Aligned Question and Code Generation for Automated Insight Generation.
LLM4CODE@ICSE, 2024

MetaReflection: Learning Instructions for Language Agents using Past Reflections.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023
TST<sup>R</sup>: Target Similarity Tuning Meets the Real World.
CoRR, 2023

Conversational Challenges in AI-Powered Data Science: Obstacles, Needs, and Design Opportunities.
CoRR, 2023

Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs.
CoRR, 2023

TSTR: Target Similarity Tuning Meets the Real World.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023


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