Dragomir Radev

Dragomir Radev

Yale University

H-index: 78

North America-United States

About Dragomir Radev

Dragomir Radev, With an exceptional h-index of 78 and a recent h-index of 60 (since 2020), a distinguished researcher at Yale University, specializes in the field of Natural Language Processing, Information Retrieval, Machine Learning, Computational Linguistics, Social Network Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Explaining Graph Neural Networks via Non-parametric Subgraph Matching

Molformer: motif-based transformer on 3D heterogeneous molecular graphs

Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation

ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics

LEVER: Learning to Verify Language-to-Code Generation with Execution

LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control

A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation

EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts

Dragomir Radev Information

University

Position

Professor Computer Science

Citations(all)

34191

Citations(since 2020)

15589

Cited By

23000

hIndex(all)

78

hIndex(since 2020)

60

i10Index(all)

211

i10Index(since 2020)

140

Email

University Profile Page

Yale University

Google Scholar

View Google Scholar Profile

Dragomir Radev Skills & Research Interests

Natural Language Processing

Information Retrieval

Machine Learning

Computational Linguistics

Social Network Analysis

Top articles of Dragomir Radev

Title

Journal

Author(s)

Publication Date

Explaining Graph Neural Networks via Non-parametric Subgraph Matching

arXiv preprint arXiv:2301.02780

Fang Wu

Siyuan Li

Lirong Wu

Dragomir Radev

Yinghui Jiang

...

2023/1/7

Molformer: motif-based transformer on 3D heterogeneous molecular graphs

Proceedings of the AAAI Conference on Artificial Intelligence

Fang Wu

Dragomir Radev

Stan Z Li

2023/6/26

Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation

arXiv preprint arXiv:2303.03608

Yixin Liu

Alexander R Fabbri

Yilun Zhao

Pengfei Liu

Shafiq Joty

...

2023/3/7

ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics

arXiv preprint arXiv:2302.12433

Zhangir Azerbayev

Bartosz Piotrowski

Hailey Schoelkopf

Edward W Ayers

Dragomir Radev

...

2023/2/24

LEVER: Learning to Verify Language-to-Code Generation with Execution

arXiv preprint arXiv:2302.08468

Ansong Ni

Srini Iyer

Dragomir Radev

Ves Stoyanov

Wen-tau Yih

...

2023/2/16

LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control

arXiv preprint arXiv:2302.02962

Yilun Zhao

Zhenting Qi

Linyong Nan

Lorenzo Jaime Yu Flores

Dragomir Radev

2023/2/6

A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation

Irene Li

Thomas George

Alex Fabbri

Tammy Liao

Benjamin Chen

...

2023/7

EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts

arXiv preprint arXiv:2204.06604

Irene Li

Keen You

Xiangru Tang

Yujie Qiao

Lucas Huang

...

2022/4/13

Leveraging Locality in Abstractive Text Summarization

2022 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Yixin Liu

Ansong Ni

Linyong Nan

Budhaditya Deb

Chenguang Zhu

...

2022/5/25

CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing

arXiv preprint arXiv:2211.05886

Divyansh Agarwal

Alexander R Fabbri

Simeng Han

Wojciech Kryściński

Faisal Ladhak

...

2022/11/10

MACSum: Controllable Summarization with Mixed Attributes

TACL 2023

Yusen Zhang

Yang Liu

Ziyi Yang

Yuwei Fang

Yulong Chen

...

2022/11/9

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation

arXiv preprint arXiv:2212.07981

Yixin Liu

Alexander R Fabbri

Pengfei Liu

Yilun Zhao

Linyong Nan

...

2022/12/15

Beam Decoding with Controlled Patience

arXiv preprint arXiv:2204.05424

Jungo Kasai

Keisuke Sakaguchi

Ronan Le Bras

Dragomir Radev

Yejin Choi

...

2022/4/11

R2D2: Robust Data-to-Text with Replacement Detection

arXiv preprint arXiv:2205.12467

Linyong Nan

Lorenzo Jaime Yu Flores

Yilun Zhao

Yixin Liu

Luke Benson

...

2022/5/25

FOLIO: Natural Language Reasoning with First-Order Logic

arXiv preprint arXiv:2209.00840

Simeng Han

Hailey Schoelkopf

Yilun Zhao

Zhenting Qi

Martin Riddell

...

2022/9/2

Crosslingual Generalization through Multitask Finetuning

arXiv preprint arXiv:2211.01786

Niklas Muennighoff

Thomas Wang

Lintang Sutawika

Adam Roberts

Stella Biderman

...

2022/11/3

When Geometric Deep Learning Meets Pretrained Protein Language Models

bioRxiv

Fang Wu

Yu Tao

Dragomir Radev

Jinbo Xu

2023/1/6

BRIO: Bringing Order to Abstractive Summarization

NAACL 2022

Yixin Liu

Pengfei Liu

Dragomir Radev

Graham Neubig

2022/3/31

Twist Decoding: Diverse Generators Guide Each Other

arXiv preprint arXiv:2205.09273

Jungo Kasai

Keisuke Sakaguchi

Ronan Le Bras

Hao Peng

Ximing Lu

...

2022/5/19

RealTime QA: What's the Answer Right Now?

NeurIPS (Datasets and Benchmarks Track)

Jungo Kasai

Keisuke Sakaguchi

Yoichi Takahashi

Ronan Le Bras

Akari Asai

...

2023

See List of Professors in Dragomir Radev University(Yale University)

Co-Authors

H-index: 81
Kathleen McKeown

Kathleen McKeown

Columbia University in the City of New York

H-index: 73
James Pustejovsky

James Pustejovsky

Brandeis University

H-index: 63
Weiguo Fan, Patrick Fan

Weiguo Fan, Patrick Fan

University of Iowa

H-index: 47
Horacio Saggion

Horacio Saggion

Universidad Pompeu Fabra

H-index: 42
Simone Teufel

Simone Teufel

University of Cambridge

H-index: 32
Arzucan Ozgur

Arzucan Ozgur

Bogaziçi Üniversitesi

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