Publications | Neha Verma

DOTResize: Reducing LLM Width via Discrete Optimal Transport-based Neuron Merging

Neha Verma, Kenton Murray, Kevin Duh

Merging Feed-Forward Sublayers for Compressed Transformers

Neha Verma, Kenton Murray, Kevin Duh

Merging Text Transformer Models from Different Initializations

Neha Verma, Maha Elbayad

Exploring Representational Disparities Between Multilingual and Bilingual Translation Models

Neha Verma, Kenton Murray, Kevin Duh

Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer

Elizabeth Salesky, Neha Verma, Phillip Koehn, Matt Post

JHU IWSLT 2023 Multilingual Speech Translation System Description

Henry Li Xinyuan, Neha Verma, Bismarck Bamfo Odoom, Ujvala Pradeep, Matthew Wiesner, Sanjeev Khudanpur

JHU IWSLT 2023 Dialect Speech Translation System Description

Amir Hussein, Cihan Xiao, Neha Verma, Thomas Thebaud, Matthew Wiesner, Sanjeev Khudanpur

IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces

Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn

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

Irene Li, Jessica Pan, Jeremy Goldwasser, Neha Verma, Wai Pan Wong, Muhammed Yavuz Nuzumlalı, Benjamin Rosand, Yixin Li, Matthew Zhang, David Chang, R Andrew Taylor, Harlan M Krumholz, Dragomir Radev

Strategies for Adapting Multilingual Pre-training for Domain-Specific Machine Translation

Neha Verma, Kenton Murray, Kevin Duh

FeTaQA: Free-form Table Question Answering

Linyong Nan, Chiachun Hsieh, Ziming Mao, Xi Victoria Lin, Neha Verma, Rui Zhang, Wojciech Kryściński, Nick Schoelkopf, Riley Kong, Xiangru Tang, Mutethia Mutuma, Ben Rosand, Isabel Trindade, Renusree Bandaru, Jacob Cunningham, Caiming Xiong, Dragomir Radev

DART: Open-Domain Structured Data Record to Text Generation

Linyong Nan, Dragomir Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Mutethia Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan, Xi Victoria Lin, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani

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

Rui Zhang, Caitlin Westerfield, Sungrok Shim, Garrett Bingham, Alexander Fabbri, William Hu, Neha Verma, Dragomir Radev