Soumen Chakrabarti

About Soumen Chakrabarti

Soumen Chakrabarti, With an exceptional h-index of 60 and a recent h-index of 32 (since 2020), a distinguished researcher at Indian Institute of Technology Bombay, specializes in the field of Web search, Web mining, social networks, machine learning.

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

Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning

Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search

TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs

CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL

Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering

Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks

mOKB6: A Multilingual Open Knowledge Base Completion Benchmark

AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry

Soumen Chakrabarti Information

University

Position

___

Citations(all)

22644

Citations(since 2020)

3710

Cited By

20147

hIndex(all)

60

hIndex(since 2020)

32

i10Index(all)

126

i10Index(since 2020)

70

Email

University Profile Page

Indian Institute of Technology Bombay

Google Scholar

View Google Scholar Profile

Soumen Chakrabarti Skills & Research Interests

Web search

Web mining

social networks

machine learning

Top articles of Soumen Chakrabarti

Title

Journal

Author(s)

Publication Date

Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning

arXiv preprint arXiv:2312.05571

Subhabrata Dutta

Joykirat Singh

Ishan Pandey

Sunny Manchanda

Soumen Chakrabarti

...

2023/12/9

Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search

Advances in Neural Information Processing Systems

Indradyumna Roy

Rishi Agarwal

Soumen Chakrabarti

Anirban Dasgupta

Abir De

2024/2/13

TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs

arXiv preprint arXiv:2210.06281

Aditya Sharma

Apoorv Saxena

Chitrank Gupta

Seyed Mehran Kazemi

Partha Talukdar

...

2022/10/12

CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL

arXiv preprint arXiv:2311.01173

Mayank Kothyari

Dhruva Dhingra

Sunita Sarawagi

Soumen Chakrabarti

2023/11/2

Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering

Vishwajeet Kumar

Yash Gupta

Saneem Chemmengath

Jaydeep Sen

Soumen Chakrabarti

...

2023/7

Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks

Arijit Nag

Bidisha Samanta

Animesh Mukherjee

Niloy Ganguly

Soumen Chakrabarti

2023/7

mOKB6: A Multilingual Open Knowledge Base Completion Benchmark

arXiv preprint arXiv:2211.06959

Shubham Mittal

Keshav Kolluru

Soumen Chakrabarti

Mausam

2022/11/13

AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry

arXiv preprint arXiv:2106.12944

Yannis Katsis

Saneem Chemmengath

Vishwajeet Kumar

Samarth Bharadwaj

Mustafa Canim

...

2021/6/24

Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks

Advances in Neural Information Processing Systems

Indradyumna Roy

Soumen Chakrabarti

Abir De

2022/12/6

VarScene: A Deep Generative Model for Realistic Scene Graph Synthesis

Tathagat Verma

Abir De

Yateesh Agrawal

Vishwa Vinay

Soumen Chakrabarti

2022

Joint Completion and Alignment of Multilingual Knowledge Graphs

Soumen Chakrabarti

Harkanwar Singh

Shubham Lohiya

Prachi Jain

Mausam

2022

Transfer Learning for Low Resource Multilingual Relation Classification

ACM Transactions on Asian and Low-Resource Language Information Processing

Arijit Nag

Bidisha Samanta

Animesh Mukherjee

Niloy Ganguly

Soumen Chakrabarti

2023/3/23

Semi-supervised stance detection of tweets via distant network supervision

Subhabrata Dutta

Samiya Caur

Tanmoy Chakraborty

Soumen Chakrabarti

2022

Interpretable Neural Subgraph Matching for Graph Retrieval

Indradyumna Roy

Venkata Sai Velugoti

Abir De

Soumen Chakrabarti

2022

Incomplete gamma integrals for deep cascade prediction using content, network, and exogenous signals

IEEE Transactions on Knowledge and Data Engineering

Subhabrata Dutta

Shravika Mittal

Dipankar Das

Soumen Chakrabarti

Tanmoy Chakraborty

2022/8/19

Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction

Keshav Kolluru

Muqeeth Mohammed

Shubham Mittal

Soumen Chakrabarti

Mausam

2022/5

Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection

NeurIPS

Abir De

Soumen Chakrabarti

2022

Joint autoregressive and graph models for software and developer social networks

Rima Hazra

Hardik Aggarwal

Pawan Goyal

Animesh Mukherjee

Soumen Chakrabarti

2021

Differentially private link prediction with protected connections

Proceedings of the AAAI conference on artificial intelligence

Abir De

Soumen Chakrabarti

2021/5/18

Adversarial permutation guided node representations for link prediction

Indradyumna Roy

Abir De

Soumen Chakrabarti

2021/5/18

See List of Professors in Soumen Chakrabarti University(Indian Institute of Technology Bombay)

Co-Authors

H-index: 202
Jiawei Han

Jiawei Han

University of Illinois at Urbana-Champaign

H-index: 122
Jon Kleinberg

Jon Kleinberg

Cornell University

H-index: 85
Piotr Indyk

Piotr Indyk

Massachusetts Institute of Technology

H-index: 56
Sunita Sarawagi

Sunita Sarawagi

Indian Institute of Technology Bombay

H-index: 52
S. Sudarshan

S. Sudarshan

Indian Institute of Technology Bombay

H-index: 46
Niloy Ganguly

Niloy Ganguly

Indian Institute of Technology Kharagpur

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