Subhabrata Mukherjee
Subhabrata Mukherjee
Chief Scientist, Hippocratic AI
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DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning
K Popat, S Mukherjee, A Yates, G Weikum
EMNLP 2018, 2018
Where the truth lies: Explaining the credibility of emerging claims on the web and social media
K Popat, S Mukherjee, J Strötgen, G Weikum
WWW 2017, 1003-1012, 2017
Credibility assessment of textual claims on the web
K Popat, S Mukherjee, J Strötgen, G Weikum
CIKM 2016, 2173-2178, 2016
OpenTag: Open Attribute Value Extraction from Product Profiles [Deep Learning, Active Learning, Named Entity Recognition]
G Zheng, S Mukherjee, XL Dong, F Li
SIGKDD 2018, 2018
Uncertainty-aware Self-training for Few-shot Text Classification
S Mukherjee, AH Awadallah
NeurIPS 2020, 2020
Feature specific sentiment analysis for product reviews
S Mukherjee, P Bhattacharyya
Part 1, Lecture Notes in Computer Science, Springer 7181:475– 487, 475-487, 2012
People on Drugs: Credibility of User Statements in Health Communities
S Mukherjee, G Weikum, C Danescu-Niculescu-Mizil
KDD 2014, 2014
Sentiment Analysis in Twitter with Lightweight Discourse Analysis
S Mukherjee, P Bhattacharyya
In Proceedings of COLING 2012, 2012
Leveraging joint interactions for credibility analysis in news communities
S Mukherjee, G Weikum
CIKM 2015, 353-362, 2015
Meta Self-training for Few-shot Neural Sequence Labeling
Y Wang, S Mukherjee, H Chu, Y Tu, M Wu, J Gao, AH Awadallah
SIGKDD 2021, 2020
Orca: Progressive learning from complex explanation traces of gpt-4
S Mukherjee, A Mitra, G Jawahar, S Agarwal, H Palangi, A Awadallah
arXiv preprint arXiv:2306.02707, 2023
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
S Mukherjee, A Awadallah
ACL 2020, 2020
TwiSent: a multistage system for analyzing sentiment in twitter
S Mukherjee, A Malu, B AR, P Bhattacharyya
CIKM 2012, 2531-2534, 2012
Self-Training with Weak Supervision
G Karamanolakis, S Mukherjee, G Zheng, AH Awadallah
NAACL 2021, 2021
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
J Zhao, S Mukherjee, S Hosseini, KW Chang, AH Awadallah
ACL 2020, 2020
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
Y Wang, S Agarwal, S Mukherjee, X Liu, J Gao, AH Awadallah, J Gao
EMNLP 2022, 2022
Sentiment Aggregation using ConceptNet Ontology
S Mukherjee, S Joshi
IJCNLP 2013, 2013
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
K Shu, G Zheng, Y Li, S Mukherjee, AH Awadallah, S Ruston, H Liu
ECML-PKDD 2020, 2020
Fairness via Representation Neutralization
M Du, S Mukherjee, G Wang, R Tang, AH Awadallah, X Hu
NeurIPS 2021, 2021
CredEye: A Credibility Lens for Analyzing and Explaining Misinformation
K Popat, S Mukherjee, J Strötgen, G Weikum
WWW 2018, 2018
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