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ORCIDSahisnu Mazumder
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Journal Articles
- 2023
[j1]Bing Liu, Sahisnu Mazumder
, Eric Robertson, Scott Grigsby:
AI Autonomy: Self-initiated Open-world Continual Learning and Adaptation. AI Mag. 44(2): 185-199 (2023)
Conference and Workshop Papers
- 2022
- [c18]Nianzu Ma, Sahisnu Mazumder, Alexander Politowicz, Bing Liu, Eric Robertson, Scott Grigsby:
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities. EMNLP 2022: 9225-9252 - [c17]Sahisnu Mazumder, Bing Liu:
Continual Learning Dialogue Systems - Learning during Conversation. SIGIR 2022: 3429-3432 - 2021
- [c16]Bing Liu, Sahisnu Mazumder:
Lifelong and Continual Learning Dialogue Systems: Learning during Conversation. AAAI 2021: 15058-15063 - [c15]Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Bing Liu:
Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon. ACL/IJCNLP (Findings) 2021: 3657-3668 - [c14]Nianzu Ma, Alexander Politowicz, Sahisnu Mazumder, Jiahua Chen, Bing Liu, Eric Robertson, Scott Grigsby:
Semantic Novelty Detection in Natural Language Descriptions. EMNLP (1) 2021: 866-882 - [c13]Sahisnu Mazumder, Oriana Riva:
FLIN: A Flexible Natural Language Interface for Web Navigation. NAACL-HLT 2021: 2777-2788 - 2020
- [c12]Nianzu Ma, Sahisnu Mazumder, Hao Wang, Bing Liu:
Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification. ACL 2020: 5782-5788 - [c11]Hao Wang, Shuai Wang, Sahisnu Mazumder, Bing Liu, Yan Yang, Tianrui Li:
Bayes-enhanced Lifelong Attention Networks for Sentiment Classification. COLING 2020: 580-591 - [c10]Jiahua Chen, Shuai Wang, Sahisnu Mazumder, Bing Liu:
A Knowledge-driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining. EMNLP (Findings) 2020: 1616-1626 - 2019
- [c9]Shuai Wang, Mianwei Zhou, Sahisnu Mazumder, Bing Liu, Yi Chang:
Disentangling Aspect and Opinion Words in Sentiment Analysis Using Lifelong PU Learning. NFMCP@PKDD/ECML 2019: 100-115 - [c8]Sahisnu Mazumder, Bing Liu, Shuai Wang, Nianzu Ma:
Lifelong and Interactive Learning of Factual Knowledge in Dialogues. SIGdial 2019: 21-31 - 2018
- [c7]Shuai Wang, Sahisnu Mazumder, Bing Liu, Mianwei Zhou, Yi Chang:
Target-Sensitive Memory Networks for Aspect Sentiment Classification. ACL (1) 2018: 957-967 - [c6]Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Geli Fei, Bing Liu:
Lifelong Learning Memory Networks for Aspect Sentiment Classification. IEEE BigData 2018: 861-870 - 2017
- [c5]Sahisnu Mazumder, Bing Liu:
Context-aware Path Ranking for Knowledge Base Completion. IJCAI 2017: 1195-1201 - 2015
- [c4]Sahisnu Mazumder, Sameep Mehta, Dhaval Patel:
Identifying Top-k Consistent News-Casters on Twitter. CIKM 2015: 1875-1878 - 2014
- [c3]Sahisnu Mazumder, Dhaval Patel, Sameep Mehta:
ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews. DaWaK 2014: 332-344 - 2012
- [c2]Rahul Mitra, Sahisnu Mazumder, Tuhin Sharma, Nandita Sengupta, Jaya Sil:
Dynamic Network Traffic Data Classification for Intrusion Detection Using Genetic Algorithm. SEMCCO 2012: 509-518 - [c1]Sahisnu Mazumder, Tuhin Sharma, Rahul Mitra, Nandita Sengupta, Jaya Sil:
Generation of Sufficient Cut Points to Discretize Network Traffic Data Sets. SEMCCO 2012: 528-539
Informal and Other Publications
- 2024
- [i19]Alexander Politowicz, Sahisnu Mazumder, Bing Liu:
Safety through Permissibility: Shield Construction for Fast and Safe Reinforcement Learning. CoRR abs/2405.19414 (2024) - [i18]Shachi H. Kumar, Saurav Sahay, Sahisnu Mazumder, Eda Okur, Ramesh Manuvinakurike, Nicole Beckage, Hsuan Su, Hung-yi Lee, Lama Nachman:
Decoding Biases: Automated Methods and LLM Judges for Gender Bias Detection in Language Models. CoRR abs/2408.03907 (2024) - 2023
- [i17]Hsuan Su, Shachi H. Kumar, Sahisnu Mazumder, Wenda Chen, Ramesh Manuvinakurike, Eda Okur, Saurav Sahay, Lama Nachman, Shang-Tse Chen, Hung-yi Lee:
Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue. CoRR abs/2302.05888 (2023) - [i16]Sumanta Bhattacharyya, Ramesh Manuvinakurike, Sahisnu Mazumder, Saurav Sahay:
Sample Efficient Multimodal Semantic Augmentation for Incremental Summarization. CoRR abs/2303.04361 (2023) - 2022
- [i15]Bing Liu, Sahisnu Mazumder, Eric Robertson, Scott Grigsby:
AI Autonomy: Self-Initiation, Adaptation and Continual Learning. CoRR abs/2203.08994 (2022) - [i14]Sahisnu Mazumder, Bing Liu, Shuai Wang, Yingxuan Zhu, Xiaotian Yin, Lifeng Liu, Jian Li:
Knowledge-Guided Exploration in Deep Reinforcement Learning. CoRR abs/2210.15670 (2022) - [i13]Nianzu Ma, Sahisnu Mazumder, Alexander Politowicz, Bing Liu, Eric Robertson, Scott Grigsby:
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities. CoRR abs/2210.17440 (2022) - [i12]Sahisnu Mazumder, Bing Liu:
Lifelong and Continual Learning Dialogue Systems. CoRR abs/2211.06553 (2022) - 2021
- [i11]Bing Liu, Eric Robertson, Scott Grigsby, Sahisnu Mazumder:
Self-Initiated Open World Learning for Autonomous AI Agents. CoRR abs/2110.11385 (2021) - 2020
- [i10]Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Bing Liu:
Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon. CoRR abs/2004.14357 (2020) - [i9]Bing Liu, Sahisnu Mazumder:
Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job. CoRR abs/2009.10750 (2020) - [i8]Jiahua Chen, Shuai Wang, Sahisnu Mazumder, Bing Liu:
A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining. CoRR abs/2010.05357 (2020) - [i7]Sahisnu Mazumder, Oriana Riva:
FLIN: A Flexible Natural Language Interface for Web Navigation. CoRR abs/2010.12844 (2020) - 2019
- [i6]Sahisnu Mazumder, Bing Liu, Shuai Wang, Nianzu Ma:
Lifelong and Interactive Learning of Factual Knowledge in Dialogues. CoRR abs/1907.13295 (2019) - [i5]Sahisnu Mazumder, Bing Liu, Shuai Wang, Sepideh Esmaeilpour:
Building an Application Independent Natural Language Interface. CoRR abs/1910.14084 (2019) - 2018
- [i4]Shuai Wang, Mianwei Zhou, Sahisnu Mazumder, Bing Liu, Yi Chang:
Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning. CoRR abs/1802.05818 (2018) - [i3]Sahisnu Mazumder, Nianzu Ma, Bing Liu:
Towards a Continuous Knowledge Learning Engine for Chatbots. CoRR abs/1802.06024 (2018) - 2017
- [i2]Sahisnu Mazumder, Bing Liu:
Context-aware Path Ranking for Knowledge Base Completion. CoRR abs/1712.07745 (2017) - 2016
- [i1]Sahisnu Mazumder:
LANet: An Enriched Knowledgebase for Location-aware Activity Recommendation System. CoRR abs/1606.03480 (2016)
Coauthor Index
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