Neha Verma
7 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
👥
Mega-Team · Squad
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Natural Language Processing
(7)
Machine Learning
(6)
Applications · Natural Language Processing
(5)
Core Methods
(4)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Speech & Audio
(2)
Learning Types · Deep Learning
(2)
Recognition
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Generation
(1)
Keywords
machine translation
(3)
pre-trained model
(2)
speech translation
(2)
automatic speech recognition
(2)
multilingual machine translation
(2)
cross-lingual transfer
(1)
speech recognition
(1)
domain adaptation
(1)
vocabulary expansion
(1)
structured data
(1)
dialect translation
(1)
isomorphism
(1)
neural machine translation
(1)
parameter sharing
(1)
low-resource language
(1)
intrinsic dimensionality
(1)
multilingual translation
(1)
pre-trained language model
(1)
embedding space
(1)
transfer learning
(1)
Papers
Exploring Geometric Representational Disparities between Multilingual and Bilingual Translation Models
COLING 2024
JHU IWSLT 2023 Dialect Speech Translation System Description
ACL 2023
JHU IWSLT 2023 Multilingual Speech Translation System Description
ACL 2023
Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer
EMNLP 2023
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces
EMNLP 2022
DART: Open-Domain Structured Data Record to Text Generation
NAACL 2021
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations
ACL 2019