Concepedia

Giannis Karamanolakis

GK

7

Publications

482

Citations

7

H-Index

2018

Active since

Affiliations

Columbia University(Current)

Microsoft Research (United Kingdom)

University of Massachusetts Amherst

Giannis Karamanolakis is an author at Columbia University specializing in engineering, natural language processing, and text mining.

Top concepts

EngineeringNatural Language ProcessingText MiningData ScienceMachine LearningLanguageLinguisticsComputational LinguisticsDeep LearningLanguage Processing

Publications per year

2018–2022

7

Publications

7

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi et al. · 2022 · 221 citations · Full text

Structured Prediction, Engineering, Mining Methods +21

Xin Dong, Xiang He, Andrey Kan et al. · 2020 · 68 citations · Full text

Engineering, Business Intelligence, Graph Database +16

Self-Training with Weak Supervision

Giannis Karamanolakis, Subhabrata Mukherjee, Guo‐qing Zheng et al. · 2021 · 60 citations · Full text

Artificial Intelligence, Training System, Engineering +21

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi et al. · arXiv (Cornell University) · 2022 · 46 citations · Full text

Structured Prediction, Llm Fine-tuning, Engineering +20

Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-Training

Giannis Karamanolakis, Daniel Hsu, Luis Gravano · 2019 · 39 citations · Full text

Engineering, Machine Learning, Giannis Karamanolakis +20

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