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LiST: Lite Self-training Makes Efficient Few-shot Learners


Oct 12, 2021
Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao


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Self-training with Few-shot Rationalization: Teacher Explanations Aid Student in Few-shot NLU


Sep 17, 2021
Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata Mukherjee

* To Appear in EMNLP 2021 

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Fairness via Representation Neutralization


Jun 23, 2021
Mengnan Du, Subhabrata Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Hassan Awadallah, Xia Hu


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XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation


Jun 12, 2021
Subhabrata Mukherjee, Ahmed Hassan Awadallah, Jianfeng Gao

* Code and checkpoints released (links in draft) 

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MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning


Apr 16, 2021
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah

* 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) 

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Self-Training with Weak Supervision


Apr 12, 2021
Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah

* Accepted to NAACL 2021 (Long Paper) 

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Adaptive Self-training for Few-shot Neural Sequence Labeling


Oct 07, 2020
Yaqing Wang, Subhabrata Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Hassan Awadallah


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Uncertainty-aware Self-training for Text Classification with Few Labels


Jun 27, 2020
Subhabrata Mukherjee, Ahmed Hassan Awadallah


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Learning with Weak Supervision for Email Intent Detection


May 26, 2020
Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan Dumais

* ACM SIGIR 2020 
* 10 pages, 3 figures 

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Smart To-Do : Automatic Generation of To-Do Items from Emails


May 05, 2020
Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White

* 58th annual meeting of the Association for Computational Linguistics (ACL), 2020 

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XtremeDistil: Multi-stage Distillation for Massive Multilingual Models


May 05, 2020
Subhabrata Mukherjee, Ahmed Awadallah

* To appear in ACL 2020 

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Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer


May 02, 2020
Jieyu Zhao, Subhabrata Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Hassan Awadallah


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TinyMBERT: Multi-Stage Distillation Framework for Massive Multi-lingual NER


Apr 12, 2020
Subhabrata Mukherjee, Ahmed Awadallah

* To appear in ACL 2020 

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Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News


Apr 03, 2020
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott Ruston, Huan Liu

* 17 pages, 5 figures, 4 tables 

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STANCY: Stance Classification Based on Consistency Cues


Oct 14, 2019
Kashyap Popat, Subhabrata Mukherjee, Andrew Yates, Gerhard Weikum

* Accepted at EMNLP 2019 

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Distilling Transformers into Simple Neural Networks with Unlabeled Transfer Data


Oct 04, 2019
Subhabrata Mukherjee, Ahmed Hassan Awadallah


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OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference


Apr 12, 2019
Dongxu Zhang, Subhabrata Mukherjee, Colin Lockard, Xin Luna Dong, Andrew McCallum


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OpenTag: Open Attribute Value Extraction from Product Profiles [Deep Learning, Active Learning, Named Entity Recognition]


Oct 06, 2018
Guineng Zheng, Subhabrata Mukherjee, Xin Luna Dong, Feifei Li

* Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, London, UK, August 19-23, 2018 

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DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning


Sep 17, 2018
Kashyap Popat, Subhabrata Mukherjee, Andrew Yates, Gerhard Weikum

* EMNLP 2018 

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Item Recommendation with Continuous Experience Evolution of Users using Brownian Motion


Aug 09, 2017
Subhabrata Mukherjee, Stephan Guennemann, Gerhard Weikum


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Probabilistic Graphical Models for Credibility Analysis in Evolving Online Communities


Jul 26, 2017
Subhabrata Mukherjee

* PhD thesis, Mar 2017 

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People on Media: Jointly Identifying Credible News and Trustworthy Citizen Journalists in Online Communities


May 09, 2017
Subhabrata Mukherjee, Gerhard Weikum


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Credible Review Detection with Limited Information using Consistency Analysis


May 07, 2017
Subhabrata Mukherjee, Sourav Dutta, Gerhard Weikum


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People on Drugs: Credibility of User Statements in Health Communities


May 06, 2017
Subhabrata Mukherjee, Gerhard Weikum, Cristian Danescu-Niculescu-Mizil


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Item Recommendation with Evolving User Preferences and Experience


May 06, 2017
Subhabrata Mukherjee, Hemank Lamba, Gerhard Weikum


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Exploring Latent Semantic Factors to Find Useful Product Reviews


May 06, 2017
Subhabrata Mukherjee, Kashyap Popat, Gerhard Weikum


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Sentiment Analysis : A Literature Survey


Apr 16, 2013
Subhabrata Mukherjee, Pushpak Bhattacharyya


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Feature Specific Sentiment Analysis for Product Reviews


Sep 18, 2012
Subhabrata Mukherjee, Pushpak Bhattacharyya

* COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, Lecture Notes in Computer Science, 2012, Volume 7181/2012, 475-487 
* The paper is available at http://subhabrata-mukherjee.webs.com/publications.htm 

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WikiSent : Weakly Supervised Sentiment Analysis Through Extractive Summarization With Wikipedia


Sep 18, 2012
Subhabrata Mukherjee, Pushpak Bhattacharyya

* Lecture Notes in Computer Science Volume 7523, 2012, pp 774-793 
* The paper is available at http://subhabrata-mukherjee.webs.com/publications.htm 

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