Benjamin Van Durme

Benjamin Van Durme

Johns Hopkins University

H-index: 57

North America-United States

About Benjamin Van Durme

Benjamin Van Durme, With an exceptional h-index of 57 and a recent h-index of 46 (since 2020), a distinguished researcher at Johns Hopkins University, specializes in the field of Linguistics, Natural Language Processing, Artificial Intelligence.

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

Contrastive preference optimization: Pushing the boundaries of llm performance in machine translation

BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing

A Closer Look at Claim Decomposition

AdapterSwap: Continuous Training of LLMs with Data Removal and Access-Control Guarantees

Reframing Tax Law Entailment as Analogical Reasoning

MultiVENT: Multilingual Videos of Events and Aligned Natural Text

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data

Benjamin Van Durme Information

University

Position

; Microsoft Semantic Machines

Citations(all)

12902

Citations(since 2020)

8795

Cited By

7398

hIndex(all)

57

hIndex(since 2020)

46

i10Index(all)

155

i10Index(since 2020)

120

Email

University Profile Page

Johns Hopkins University

Google Scholar

View Google Scholar Profile

Benjamin Van Durme Skills & Research Interests

Linguistics

Natural Language Processing

Artificial Intelligence

Top articles of Benjamin Van Durme

Title

Journal

Author(s)

Publication Date

Contrastive preference optimization: Pushing the boundaries of llm performance in machine translation

arXiv preprint arXiv:2401.08417

Haoran Xu

Amr Sharaf

Yunmo Chen

Weiting Tan

Lingfeng Shen

...

2024/1/16

BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing

Advances in Neural Information Processing Systems

Subhro Roy

Samuel Thomson

Tongfei Chen

Richard Shin

Adam Pauls

...

2024/2/13

A Closer Look at Claim Decomposition

arXiv preprint arXiv:2403.11903

Miriam Wanner

Seth Ebner

Zhengping Jiang

Mark Dredze

Benjamin Van Durme

2024/3/18

AdapterSwap: Continuous Training of LLMs with Data Removal and Access-Control Guarantees

arXiv preprint arXiv:2404.08417

William Fleshman

Aleem Khan

Marc Marone

Benjamin Van Durme

2024/4/12

Reframing Tax Law Entailment as Analogical Reasoning

arXiv preprint arXiv:2401.06715

Xinrui Zou

Ming Zhang

Nathaniel Weir

Benjamin Van Durme

Nils Holzenberger

2024/1/12

MultiVENT: Multilingual Videos of Events and Aligned Natural Text

Advances in Neural Information Processing Systems

Kate Sanders

David Etter

Reno Kriz

Benjamin Van Durme

2024/2/13

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

arXiv preprint arXiv:2403.04746

Boshi Wang

Hao Fang

Jason Eisner

Benjamin Van Durme

Yu Su

2024/3/7

Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data

arXiv preprint arXiv:2404.03862

Jingyu Zhang

Marc Marone

Tianjian Li

Benjamin Van Durme

Daniel Khashabi

2024/4/5

Data portraits: Recording foundation model training data

NeurIPS 2023

Marc Marone

Benjamin Van Durme

2023/3/6

TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning

arXiv preprint arXiv:2402.19467

Kate Sanders

Nathaniel Weir

Benjamin Van Durme

2024/2/29

FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

arXiv preprint arXiv:2403.15246

Orion Weller

Benjamin Chang

Sean MacAvaney

Kyle Lo

Arman Cohan

...

2024/3/22

Streaming Sequence Transduction through Dynamic Compression

arXiv preprint arXiv:2402.01172

Weiting Tan

Yunmo Chen

Tongfei Chen

Guanghui Qin

Haoran Xu

...

2024/2/2

RORA: Robust Free-Text Rationale Evaluation

arXiv preprint arXiv:2402.18678

Zhengping Jiang

Yining Lu

Hanjie Chen

Daniel Khashabi

Benjamin Van Durme

...

2024/2/28

Dated Data: Tracing Knowledge Cutoffs in Large Language Models

arXiv preprint arXiv:2403.12958

Jeffrey Cheng

Marc Marone

Orion Weller

Dawn Lawrie

Daniel Khashabi

...

2024/3/19

MultiMUC: Multilingual Template Filling on MUC-4

EACL 2024

William Gantt

Shabnam Behzad

Hannah YoungEun An

Yunmo Chen

Aaron Steven White

...

2024/1/29

Enhancing systematic decompositional natural language inference using informal logic

arXiv preprint arXiv:2402.14798

Nathaniel Weir

Kate Sanders

Orion Weller

Shreya Sharma

Dongwei Jiang

...

2024/2/22

Tur [k] ingBench: A Challenge Benchmark for Web Agents

arXiv preprint arXiv:2403.11905

Kevin Xu

Yeganeh Kordi

Kate Sanders

Yizhong Wang

Adam Byerly

...

2024/3/18

Nugget: Neural agglomerative embeddings of text

Guanghui Qin

Benjamin Van Durme

2023/7/3

Interactiveie: Towards assessing the strength of human-ai collaboration in improving the performance of information extraction

arXiv preprint arXiv:2305.14659

Ishani Mondal

Michelle Yuan

Aparna Garimella

Francis Ferraro

Andrew Blair-Stanek

...

2023/5/24

Screws: A modular framework for reasoning with revisions

arXiv preprint arXiv:2309.13075

Kumar Shridhar

Harsh Jhamtani

Hao Fang

Benjamin Van Durme

Jason Eisner

...

2023/9/20

See List of Professors in Benjamin Van Durme University(Johns Hopkins University)

Co-Authors

H-index: 75
Mark Dredze

Mark Dredze

Johns Hopkins University

H-index: 62
Chris Callison-Burch

Chris Callison-Burch

University of Pennsylvania

H-index: 46
Kevin Duh

Kevin Duh

Johns Hopkins University

H-index: 35
Ellie Pavlick

Ellie Pavlick

Brown University

H-index: 34
Matt Post

Matt Post

Johns Hopkins University

H-index: 25
Kyle Rawlins

Kyle Rawlins

Johns Hopkins University

academic-engine