Neha Verma

21 papers A* 2Misc 1Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
DOTResize: Reducing LLM Width via Discrete Optimal Transport-based Neuron Merging.
CoRR
Neha Verma, Kenton Murray, Kevin Duh
2025 J jnl
Merging Feed-Forward Sublayers for Compressed Transformers.
CoRR
Neha Verma, Kenton Murray, Kevin Duh
2024 — conf
Exploring Geometric Representational Disparities between Multilingual and Bilingual Translation Models.
LREC/COLING
Neha Verma, Kenton Murray, Kevin Duh
2024 J jnl
Merging Text Transformer Models from Different Initializations.
CoRR
Neha Verma, Maha Elbayad
2024 J jnl
Merging Text Transformer Models from Different Initializations.
Trans. Mach. Learn. Res.
Neha Verma, Maha Elbayad
2023 J jnl
Exploring Representational Disparities Between Multilingual and Bilingual Translation Models.
CoRR
Neha Verma, Kenton Murray, Kevin Duh
2023 — conf
JHU IWSLT 2023 Dialect Speech Translation System Description.
IWSLT@ACL
Amir Hussein, Cihan Xiao, Neha Verma, Thomas Thebaud, Matthew Wiesner, Sanjeev Khudanpur
2023 — conf
JHU IWSLT 2023 Multilingual Speech Translation System Description.
IWSLT@ACL
Henry Li Xinyuan, Neha Verma, Bismarck Bamfo Odoom, Ujvala Pradeep, Matthew Wiesner, Sanjeev Khudanpur
2023 A* conf
Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer.
EMNLP
Elizabeth Salesky, Neha Verma, Philipp Koehn, Matt Post
2023 J jnl
Pixel Representations for Multilingual Translation and Data-efficient Cross-lingual Transfer.
CoRR
Elizabeth Salesky, Neha Verma, Philipp Koehn, Matt Post
2022 J jnl
FeTaQA: Free-form Table Question Answering.
Trans. Assoc. Comput. Linguistics
Linyong Nan, Chiachun Hsieh, Ziming Mao, Xi Victoria Lin, Neha Verma, Rui Zhang, Wojciech Kryscinski, Hailey Schoelkopf, Riley Kong, Xiangru Tang, Mutethia Mutuma, Ben Rosand, Isabel Trindade, Renusree Bandaru, Jacob Cunningham, Caiming Xiong, Dragomir R. Radev
2022 A* conf
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces.
EMNLP
Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn
2022 J jnl
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces.
CoRR
Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn
2022 J jnl
Neural Natural Language Processing for unstructured data in electronic health records: A review.
Comput. Sci. Rev.
Irene Li, Jessica Pan, Jeremy Goldwasser, Neha Verma, Wai Pan Wong, Muhammed Yavuz Nuzumlali, Benjamin Rosand, Yixin Li, Matthew Zhang, David Chang, Richard Andrew Taylor, Harlan M. Krumholz, Dragomir Radev
2022 Misc conf
Strategies for Adapting Multilingual Pre-training for Domain-Specific Machine Translation.
AMTA
Neha Verma, Kenton Murray, Kevin Duh
2021 — conf
DART: Open-Domain Structured Data Record to Text Generation.
NAACL-HLT
Linyong Nan, Dragomir R. 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
2021 J jnl
FeTaQA: Free-form Table Question Answering.
CoRR
Linyong Nan, Chiachun Hsieh, Ziming Mao, Xi Victoria Lin, Neha Verma, Rui Zhang, Wojciech Kryscinski, Nick Schoelkopf, Riley Kong, Xiangru Tang, Murori Mutuma, Ben Rosand, Isabel Trindade, Renusree Bandaru, Jacob Cunningham, Caiming Xiong, Dragomir R. Radev
2021 J jnl
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review.
CoRR
Irene Li, Jessica Pan, Jeremy Goldwasser, Neha Verma, Wai Pan Wong, Muhammed Yavuz Nuzumlali, Benjamin Rosand, Yixin Li, Matthew Zhang, David Chang, Richard Andrew Taylor, Harlan M. Krumholz, Dragomir R. Radev
2020 J jnl
DART: Open-Domain Structured Data Record to Text Generation.
CoRR
Dragomir R. Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Nazneen Fatema Rajani, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Murori Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan, Xi Victoria Lin, Caiming Xiong, Richard Socher
2019 — conf
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations.
ACL (1)
Rui Zhang, Caitlin Westerfield, Sungrok Shim, Garrett Bingham, Alexander R. Fabbri, William Hu, Neha Verma, Dragomir R. Radev
2019 J jnl
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations.
CoRR
Rui Zhang, Caitlin Westerfield, Sungrok Shim, Garrett Bingham, Alexander R. Fabbri, Neha Verma, William Hu, Dragomir R. Radev