Adapting Language Models for Low-Resource Programming Languages
Mukul Singh, Hosein Hasanbeig, Ananya Singha, Arjun Radhakrishna, Sumit Gulwani
NeurIPS DL4Code 2025 | December 2025
Ananya Singha
Associate Researcher
出版物
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Ordered Semantically Diverse Sampling for Textual Data
Ashish Tiwari, Mukul Singh, Ananya Singha, Arjun Radhakrishna
NeurIPS FPI 2025 | December 2025
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Scaling Competence, Shrinking Reasoning: Cognitive Signatures in Language Model Learning
Mukul Singh, Ananya Singha, Arjun Radhakrishna, Sumit Gulwani
November 2025
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Training Emergent Joint Associations: A Reinforcement Learning Approach to Creative Thinking in Language Models
Mukul Singh, Ananya Singha, Aishni Parab, Pronita Mehrotra, Sumit Gulwani
November 2025
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TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
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METAREFLECTION: Learning Instructions for Language Agents using Past Reflections
Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares
EMNLP'24 | October 2024
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Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs
Ananya Singha, José Cambronero, Sumit Gulwani, Vu Le, Chris Parnin
Table Representation Learning Workshop at NeurIPS 2023 | December 2023
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Adapting Language Models for Low-Resource Programming Languages
Mukul Singh, Hosein Hasanbeig, Ananya Singha, Arjun Radhakrishna, Sumit Gulwani
NeurIPS DL4Code 2025 | December 2025
-
Ordered Semantically Diverse Sampling for Textual Data
Ashish Tiwari, Mukul Singh, Ananya Singha, Arjun Radhakrishna
NeurIPS FPI 2025 | December 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
November 2025
-
Scaling Competence, Shrinking Reasoning: Cognitive Signatures in Language Model Learning
Mukul Singh, Ananya Singha, Arjun Radhakrishna, Sumit Gulwani
November 2025
-
TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
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METAREFLECTION: Learning Instructions for Language Agents using Past Reflections
Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares
EMNLP'24 | October 2024
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Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs
Ananya Singha, José Cambronero, Sumit Gulwani, Vu Le, Chris Parnin
Table Representation Learning Workshop at NeurIPS 2023 | December 2023
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-
Training Emergent Joint Associations: A Reinforcement Learning Approach to Creative Thinking in Language Models
Mukul Singh, Ananya Singha, Aishni Parab, Pronita Mehrotra, Sumit Gulwani
November 2025
-
Scaling Competence, Shrinking Reasoning: Cognitive Signatures in Language Model Learning
Mukul Singh, Ananya Singha, Arjun Radhakrishna, Sumit Gulwani
November 2025
-
TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
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TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
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Adapting Language Models for Low-Resource Programming Languages
Mukul Singh, Hosein Hasanbeig, Ananya Singha, Arjun Radhakrishna, Sumit Gulwani
NeurIPS DL4Code 2025 | December 2025
-
Ordered Semantically Diverse Sampling for Textual Data
Ashish Tiwari, Mukul Singh, Ananya Singha, Arjun Radhakrishna
NeurIPS FPI 2025 | December 2025
-
TeCoFeS: Text Column Featurization using Semantic Analysis
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
NAACL 2025 | April 2025
-
METAREFLECTION: Learning Instructions for Language Agents using Past Reflections
Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares
EMNLP'24 | October 2024
-
Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs
Ananya Singha, José Cambronero, Sumit Gulwani, Vu Le, Chris Parnin
Table Representation Learning Workshop at NeurIPS 2023 | December 2023
-
-
-
Training Emergent Joint Associations: A Reinforcement Learning Approach to Creative Thinking in Language Models
Mukul Singh, Ananya Singha, Aishni Parab, Pronita Mehrotra, Sumit Gulwani
November 2025
-
Scaling Competence, Shrinking Reasoning: Cognitive Signatures in Language Model Learning
Mukul Singh, Ananya Singha, Arjun Radhakrishna, Sumit Gulwani
November 2025
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