Biography

I am a fourth-year Computer Science Ph.D. Student at the Center for Language and Speech Processing at Johns Hopkins University, supervised by Kevin Duh and Kenton Murray.

Previously, I was at Yale University studying math and computer science, and working with Dragomir Radev at the Yale LILY Lab. During Summer 2023, I interned with Maha Elbayad at Meta AI Research in Menlo Park, CA.

Interests
  • Machine Translation
  • Multilingual Representation Learning
  • Model Compression
  • Efficient NLP
Education
  • PhD in Computer Science, 2021-present

    Johns Hopkins University

  • BSc in Computer Science & Mathematics, 2017-2021

    Yale University

Recent Publications

Merging Feed Forward Sublayers for Compressed Transformers

Merging Text Transformer Models from Different Initializations

Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer

JHU IWSLT 2023 Dialect Speech Translation System Description

JHU IWSLT 2023 Multilingual Speech Translation System Description

IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces

Neural Natural Language Processing for unstructured data in electronic health records: A review

FeTaQA: Free-form Table Question Answering

DART: Open-Domain Structured Data Record to Text Generation

Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations

Contact

  • nverma7 (at) jhu (dot) edu
  • DM Me