Eric Nyberg

Eric Nyberg

Carnegie Mellon University

H-index: 45

North America-United States

About Eric Nyberg

Eric Nyberg, With an exceptional h-index of 45 and a recent h-index of 24 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Artificial Intelligence, Computational Linguistics, Machine Translation, Question Answering.

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

Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination

Attribution Regularization for Multimodal Paradigms

Semantic Augmentation in Images using Language

VISREAS: Complex Visual Reasoning with Unanswerable Questions

Inpars-light: Cost-effective unsupervised training of efficient rankers

Language-agnostic transformers and assessing ChatGPT-based query rewriting for multilingual document-grounded QA

Difference-Masking: Choosing What to Mask in Continued Pretraining

Chain-of-skills: A configurable model for open-domain question answering

Eric Nyberg Information

University

Position

Professor of Computer Science

Citations(all)

8907

Citations(since 2020)

2946

Cited By

7151

hIndex(all)

45

hIndex(since 2020)

24

i10Index(all)

121

i10Index(since 2020)

52

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Eric Nyberg Skills & Research Interests

Artificial Intelligence

Computational Linguistics

Machine Translation

Question Answering

Top articles of Eric Nyberg

Title

Journal

Author(s)

Publication Date

Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination

arXiv preprint arXiv:2401.08025

Syeda Nahida Akter

Aman Madaan

Sangwu Lee

Yiming Yang

Eric Nyberg

2024/1/16

Attribution Regularization for Multimodal Paradigms

arXiv preprint arXiv:2404.02359

Sahiti Yerramilli

Jayant Sravan Tamarapalli

Jonathan Francis

Eric Nyberg

2024/4/2

Semantic Augmentation in Images using Language

arXiv preprint arXiv:2404.02353

Sahiti Yerramilli

Jayant Sravan Tamarapalli

Tanmay Girish Kulkarni

Jonathan Francis

Eric Nyberg

2024/4/2

VISREAS: Complex Visual Reasoning with Unanswerable Questions

arXiv preprint arXiv:2403.10534

Syeda Nahida Akter

Sangwu Lee

Yingshan Chang

Yonatan Bisk

Eric Nyberg

2024/2/23

Inpars-light: Cost-effective unsupervised training of efficient rankers

arXiv preprint arXiv:2301.02998

Leonid Boytsov

Preksha Patel

Vivek Sourabh

Riddhi Nisar

Sayani Kundu

...

2023/1/8

Language-agnostic transformers and assessing ChatGPT-based query rewriting for multilingual document-grounded QA

Srinivas Gowriraj

Soham Dinesh Tiwari

Mitali Potnis

Srijan Bansal

Teruko Mitamura

...

2023/7

Difference-Masking: Choosing What to Mask in Continued Pretraining

arXiv preprint arXiv:2305.14577

Alex Wilf

Syeda Nahida Akter

Leena Mathur

Paul Pu Liang

Sheryl Mathew

...

2023/5/23

Chain-of-skills: A configurable model for open-domain question answering

Kaixin Ma

Hao Cheng

Yu Zhang

Xiaodong Liu

Eric Nyberg

...

2023/5/4

GameQA: Gamified Mobile App Platform for Building Multiple-Domain Question-Answering Datasets

Njall Skarphedinsson

Breki Gudmundsson

Steinar Smari

Marta Kristin Larusdottir

Hafsteinn Einarsson

...

2023/5/1

Using Implicit Feedback to Improve Question Generation

arXiv preprint arXiv:2304.13664

Hugo Rodrigues

Eric Nyberg

Luisa Coheur

2023/4/26

R3: refined retriever-reader pipeline for multidoc2dial

Srijan Bansal

Suraj Tripathi

Sumit Agarwal

Sireesh Gururaja

Aditya Srikanth Veerubhotla

...

2022/5

Coalescing global and local information for procedural text understanding

Kaixin Ma

Filip Ilievski

Jonathan Francis

Eric Nyberg

Alessandro Oltramari

2022/8/26

Reykjavik University Question-Answering Dataset 1 (RUQuAD-1)-version 22.02

Njáll Skarphéðinsson

Breki Guðmundsson

Steinar Smári

Marta Lárusdóttir

Hafsteinn Einarsson

...

2022

Understanding performance of long-document ranking models through comprehensive evaluation and leaderboarding

arXiv preprint arXiv:2207.01262

Leonid Boytsov

Tianyi Lin

Fangwei Gao

Yutian Zhao

Jeffrey Huang

...

2022/7/4

Knowledge-driven scene priors for semantic audio-visual embodied navigation

arXiv preprint arXiv:2212.11345

Gyan Tatiya

Jonathan Francis

Luca Bondi

Ingrid Navarro

Eric Nyberg

...

2022/12/21

Towards the benchmarking of question generation: introducing the Monserrate corpus

Language Resources and Evaluation

Hugo Rodrigues

Eric Nyberg

Luisa Coheur

2022/6

Towards automated generation and evaluation of questions in educational domains

Shravya Bhat

Huy A Nguyen

Steven Moore

John Stamper

Majd Sakr

...

2022

Distribution-aware goal prediction and conformant model-based planning for safe autonomous driving

Workshop on Safe Learning for Autonomous Driving, ICML 2022

Jonathan Francis*

Bingqing Chen*

Weiran Yao*

Eric Nyberg

Jean Oh

2022/7/22

Table retrieval may not necessitate table-specific model design

SUKI 2022

Zhiruo Wang

Zhengbao Jiang

Eric Nyberg

Graham Neubig

2022/5/19

PRO-CS: An Instance-Based Prompt Composition Technique for Code-Switched Tasks

Srijan Bansal

Suraj Tripathi

Sumit Agarwal

Teruko Mitamura

Eric Nyberg

2022/12

See List of Professors in Eric Nyberg University(Carnegie Mellon University)

Co-Authors

H-index: 71
Jamie Callan

Jamie Callan

Carnegie Mellon University

H-index: 60
Luo Si

Luo Si

Purdue University

H-index: 44
Sergei Nirenburg

Sergei Nirenburg

Rensselaer Polytechnic Institute

H-index: 44
Teruko Mitamura

Teruko Mitamura

Carnegie Mellon University

H-index: 43
Tetsuya Sakai

Tetsuya Sakai

Waseda University

H-index: 22
Robert E Frederking

Robert E Frederking

Carnegie Mellon University

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