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Giannis Karamanolakis

About Giannis Karamanolakis

Giannis Karamanolakis, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Columbia University in the City of New York, specializes in the field of Machine Learning, Information Extraction, Natural Language Processing, Weak Supervision.

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

Flood Event Extraction from News Media to Support Satellite-Based Flood Insurance

WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding

Super-naturalinstructions: Generalization via declarative instructions on 1600+ nlp tasks

Efficient Machine Teaching Frameworks for Natural Language Processing

Quantifying the effects of COVID-19 on restaurant reviews

Self-Training with Weak Supervision

Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only

Cross-lingual text classification with minimal resources by transferring a sparse teacher

Giannis Karamanolakis Information

University

Position

Ph.D. Student

Citations(all)

711

Citations(since 2020)

707

Cited By

59

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Giannis Karamanolakis Skills & Research Interests

Machine Learning

Information Extraction

Natural Language Processing

Weak Supervision

Top articles of Giannis Karamanolakis

Flood Event Extraction from News Media to Support Satellite-Based Flood Insurance

arXiv preprint arXiv:2312.14943

2023/12/5

Beth Tellman
Beth Tellman

H-Index: 14

Giannis Karamanolakis
Giannis Karamanolakis

H-Index: 5

Eugene Wu
Eugene Wu

H-Index: 26

Upmanu Lall
Upmanu Lall

H-Index: 42

Marco Tedesco
Marco Tedesco

H-Index: 37

Paolo Colosio
Paolo Colosio

H-Index: 0

Jens De Bruijn
Jens De Bruijn

H-Index: 4

WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding

2022/7

Giannis Karamanolakis
Giannis Karamanolakis

H-Index: 5

Kai Shu
Kai Shu

H-Index: 20

Super-naturalinstructions: Generalization via declarative instructions on 1600+ nlp tasks

arXiv preprint arXiv:2204.07705

2022/4/16

Yizhong Wang
Yizhong Wang

H-Index: 5

Swaroop Mishra
Swaroop Mishra

H-Index: 4

Anjana Arunkumar
Anjana Arunkumar

H-Index: 1

Atharva Naik
Atharva Naik

H-Index: 1

David Stap
David Stap

H-Index: 1

Eshaan Pathak
Eshaan Pathak

H-Index: 0

Giannis Karamanolakis
Giannis Karamanolakis

H-Index: 5

Ishani Mondal
Ishani Mondal

H-Index: 4

Jacob Anderson
Jacob Anderson

H-Index: 4

Maitreya Patel
Maitreya Patel

H-Index: 2

Kuntal Kumar Pal
Kuntal Kumar Pal

H-Index: 4

Mehrad Moradshahi
Mehrad Moradshahi

H-Index: 3

Mirali Purohit
Mirali Purohit

H-Index: 1

Neeraj Varshney
Neeraj Varshney

H-Index: 1

Pulkit Verma
Pulkit Verma

H-Index: 3

Rushang Karia
Rushang Karia

H-Index: 1

Savan Doshi
Savan Doshi

H-Index: 2

Sumanta Patro
Sumanta Patro

H-Index: 2

Chitta Baral
Chitta Baral

H-Index: 20

Yejin Choi
Yejin Choi

H-Index: 53

Hannaneh Hajishirzi
Hannaneh Hajishirzi

H-Index: 32

Efficient Machine Teaching Frameworks for Natural Language Processing

2022

Giannis Karamanolakis
Giannis Karamanolakis

H-Index: 5

Quantifying the effects of COVID-19 on restaurant reviews

2021/6

Giannis Karamanolakis
Giannis Karamanolakis

H-Index: 5

Daniel Hsu
Daniel Hsu

H-Index: 37

Luis Gravano
Luis Gravano

H-Index: 28

Self-Training with Weak Supervision

2021/4/12

Giannis Karamanolakis
Giannis Karamanolakis

H-Index: 5

Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only

arXiv preprint arXiv:2010.05194

2020/10/11

Ziyi Liu
Ziyi Liu

H-Index: 8

Giannis Karamanolakis
Giannis Karamanolakis

H-Index: 5

Daniel Hsu
Daniel Hsu

H-Index: 37

Luis Gravano
Luis Gravano

H-Index: 28

Cross-lingual text classification with minimal resources by transferring a sparse teacher

arXiv preprint arXiv:2010.02562

2020/10/6

Giannis Karamanolakis
Giannis Karamanolakis

H-Index: 5

Daniel Hsu
Daniel Hsu

H-Index: 37

Luis Gravano
Luis Gravano

H-Index: 28

Autoknow: Self-driving knowledge collection for products of thousands of types

2020/8/23

Xiang He
Xiang He

H-Index: 5

Xian Li
Xian Li

H-Index: 10

Yan Liang
Yan Liang

H-Index: 26

Jun Ma
Jun Ma

H-Index: 25

Chenwei Zhang
Chenwei Zhang

H-Index: 0

Tong Zhao
Tong Zhao

H-Index: 5

Haw-Shiuan Chang
Haw-Shiuan Chang

H-Index: 9

Giannis Karamanolakis
Giannis Karamanolakis

H-Index: 5

Yuning Mao
Yuning Mao

H-Index: 7

Yaqing Wang
Yaqing Wang

H-Index: 1

Christos Faloutsos
Christos Faloutsos

H-Index: 89

Andrew Mccallum
Andrew Mccallum

H-Index: 78

Jiawei Han
Jiawei Han

H-Index: 112

TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories

2020/4/15

Giannis Karamanolakis
Giannis Karamanolakis

H-Index: 5

Jun Ma
Jun Ma

H-Index: 25

See List of Professors in Giannis Karamanolakis University(Columbia University in the City of New York)

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