Search Results for author: Akshara Prabhakar

Found 4 papers, 4 papers with code

InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback

2 code implementations NeurIPS 2023 John Yang, Akshara Prabhakar, Karthik Narasimhan, Shunyu Yao

Our framework is language and platform agnostic, uses self-contained Docker environments to provide safe and reproducible execution, and is compatible out-of-the-box with traditional seq2seq coding methods, while enabling the development of new methods for interactive code generation.

Benchmarking Code Generation +1

Commonsense and Named Entity Aware Knowledge Grounded Dialogue Generation

1 code implementation NAACL 2022 Deeksha Varshney, Akshara Prabhakar, Asif Ekbal

In this paper, we present a novel open-domain dialogue generation model which effectively utilizes the large-scale commonsense and named entity based knowledge in addition to the unstructured topic-specific knowledge associated with each utterance.

Dialogue Generation

CL-NERIL: A Cross-Lingual Model for NER in Indian Languages

1 code implementation23 Nov 2021 Akshara Prabhakar, Gouri Sankar Majumder, Ashish Anand

We employ a variant of the Teacher-Student model and optimize it jointly on the pseudo labels of the Teacher model and predictions on the generated weakly labeled data.

named-entity-recognition Named Entity Recognition +4

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