Concepedia

Michael Witbrock

MW

Statistics

Publications

54

Citations

2.8K

H-Index

25

Active since

1989

Affiliations

Carnegie Mellon University(Current)

University of Illinois Urbana-Champaign

University of Auckland

Cycorp (United States)

IBM (United States)

Michael Witbrock is an author at Carnegie Mellon University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceNatural Language ProcessingInformation RetrievalLinguisticsText MiningMachine LearningMachine TranslationComputational Linguistics

Publications per year

1989–2024

54

Publications

54

Headline generation based on statistical translation

Michele Banko, Vibhu O. Mittal, Michael Witbrock · 2000 · 251 citations · Full text

Natural Language Processing, Extractive Summarization Techniques, Engineering +15

Image Super-Resolution via Dual-State Recurrent Networks

Wei Han, Shiyu Chang, Ding Liu et al. · 2018 · 236 citations

Engineering, Machine Learning, Dual-state Recurrent Networks +16

Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks

Kun Xu, Lingfei Wu, Zhiguo Wang et al. · arXiv (Cornell University) · 2018 · 162 citations · Full text

Natural Language Processing, Structured Prediction, Sequence Modelling +10

Story segmentation and detection of commercials in broadcast news video

Alexander G. Hauptmann, Michael Witbrock · 2002 · 149 citations

Engineering, Multimedia Analysis, Video Summarization +21

Improving Natural Language Inference Using External Knowledge in the Science Questions Domain

Xiaoyan Wang, Pavan Kapanipathi, Ryan Musa et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 147 citations · Full text

Engineering, Science Questions Domain, Textual Entailment +20

1–5 of 54