Ananya Singha

According to our database, Ananya Singha authored at least 12 papers between 2023 and 2025.

Collaborative distances:

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

2025

Scaling Competence, Shrinking Reasoning: Cognitive Signatures in Language Model Learning.

Mukul Singh, Ananya Singha, Arjun Radhakrishna, Sumit Gulwani

CoRR, November, 2025

Training Emergent Joint Associations: A Reinforcement Learning Approach to Creative Thinking in Language Models.

Mukul Singh, Ananya Singha, Aishni Parab, Pronita Mehrotra, Sumit Gulwani

CoRR, November, 2025

Benchmark Dataset Generation and Evaluation for Excel Formula Repair with LLMs.

Ananya Singha, Harshita Sahijwani, Walt Williams, Emmanuel Aboah Boateng, Nick Hausman, Miguel Di Luca, Keegan Choudhury, Chaya Binet, Vu Le, Tianwei Chen, Oryan Rokeah Chen, Sulaiman Vesal, Sadid Hasan

CoRR, August, 2025

Ordered Semantically Diverse Sampling for Textual Data.

Ashish Tiwari, Mukul Singh, Ananya Singha, Arjun Radhakrishna

CoRR, March, 2025

TeCoFeS: Text Column Featurization using Semantic Analysis.

Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin

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.

Bhavya Chopra, Ananya Singha, Anna Fariha, Sumit Gulwani, Chris Parnin, Ashish Tiwari, Austin Z. Henley

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2025

2024

Semantically Aligned Question and Code Generation for Automated Insight Generation.

Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Z. Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen

LLM4CODE@ICSE, 2024

MetaReflection: Learning Instructions for Language Agents using Past Reflections.

Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Gustavo Soares, Sherry Shi

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

TST^R: Target Similarity Tuning Meets the Real World.

Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Ananya Singha, Mukul Singh, Gust Verbruggen

CoRR, 2023

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

Bhavya Chopra, Ananya Singha, Anna Fariha, Sumit Gulwani, Chris Parnin, Ashish Tiwari, Austin Z. Henley

CoRR, 2023

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

Ananya Singha, José Cambronero, Sumit Gulwani, Vu Le, Chris Parnin

CoRR, 2023

TSTR: Target Similarity Tuning Meets the Real World.

Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Mukul Singh, Ananya Singha, Gust Verbruggen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023