Sahisnu Mazumder

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 33

Top Topics

Sentiment Classification

Lifelong Learning

Natural Language

Guided Exploration

Top Venues

Publications

Alexander Politowicz, Sahisnu Mazumder, Bing Liu
Safety through Permissibility: Shield Construction for Fast and Safe Reinforcement Learning. CoRR (2024)
Sumanta Bhattacharyya, Ramesh Manuvinakurike, Sahisnu Mazumder, Saurav Sahay
Sample Efficient Multimodal Semantic Augmentation for Incremental Summarization. CoRR (2023)
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 (2023)
Bing Liu, Sahisnu Mazumder, Eric Robertson, Scott Grigsby
AI Autonomy: Self-initiated Open-world Continual Learning and Adaptation. AI Mag. 44 (2) (2023)
Sahisnu Mazumder, Bing Liu, Shuai Wang, Yingxuan Zhu, Xiaotian Yin, Lifeng Liu, Jian Li
Knowledge-Guided Exploration in Deep Reinforcement Learning. CoRR (2022)
Bing Liu, Sahisnu Mazumder, Eric Robertson, Scott Grigsby
AI Autonomy: Self-Initiation, Adaptation and Continual Learning. CoRR (2022)
Sahisnu Mazumder, Bing Liu
Lifelong and Continual Learning Dialogue Systems. CoRR (2022)
Sahisnu Mazumder, Bing Liu
Continual Learning Dialogue Systems - Learning during Conversation. SIGIR (2022)
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)
Nianzu Ma, Sahisnu Mazumder, Alexander Politowicz, Bing Liu, Eric Robertson, Scott Grigsby
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities. CoRR (2022)
Bing Liu, Eric Robertson, Scott Grigsby, Sahisnu Mazumder
Self-Initiated Open World Learning for Autonomous AI Agents. CoRR (2021)
Nianzu Ma, Alexander Politowicz, Sahisnu Mazumder, Jiahua Chen, Bing Liu, Eric Robertson, Scott Grigsby
Semantic Novelty Detection in Natural Language Descriptions. EMNLP (1) (2021)
Bing Liu, Sahisnu Mazumder
Lifelong and Continual Learning Dialogue Systems: Learning during Conversation. AAAI (2021)
Sahisnu Mazumder, Oriana Riva
FLIN: A Flexible Natural Language Interface for Web Navigation. NAACL-HLT (2021)
Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Bing Liu
Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon. ACL/IJCNLP (Findings) (2021)
Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Bing Liu
Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon. CoRR (2020)
Nianzu Ma, Sahisnu Mazumder, Hao Wang, Bing Liu
Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification. ACL (2020)
Jiahua Chen, Shuai Wang, Sahisnu Mazumder, Bing Liu
A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining. CoRR (2020)
Sahisnu Mazumder, Oriana Riva
FLIN: A Flexible Natural Language Interface for Web Navigation. CoRR (2020)
Bing Liu, Sahisnu Mazumder
Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job. CoRR (2020)
Jiahua Chen, Shuai Wang, Sahisnu Mazumder, Bing Liu
A Knowledge-driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining. EMNLP (Findings) (2020)
Hao Wang, Shuai Wang, Sahisnu Mazumder, Bing Liu, Yan Yang, Tianrui Li
Bayes-enhanced Lifelong Attention Networks for Sentiment Classification. COLING (2020)
Sahisnu Mazumder, Bing Liu, Shuai Wang, Nianzu Ma
Lifelong and Interactive Learning of Factual Knowledge in Dialogues. CoRR (2019)
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)
Sahisnu Mazumder, Bing Liu, Shuai Wang, Nianzu Ma
Lifelong and Interactive Learning of Factual Knowledge in Dialogues. SIGdial (2019)
Sahisnu Mazumder, Bing Liu, Shuai Wang, Sepideh Esmaeilpour
Building an Application Independent Natural Language Interface. CoRR (2019)
Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Geli Fei, Bing Liu
Lifelong Learning Memory Networks for Aspect Sentiment Classification. IEEE BigData (2018)
Shuai Wang, Sahisnu Mazumder, Bing Liu, Mianwei Zhou, Yi Chang
Target-Sensitive Memory Networks for Aspect Sentiment Classification. ACL (1) (2018)
Sahisnu Mazumder, Nianzu Ma, Bing Liu
Towards a Continuous Knowledge Learning Engine for Chatbots. CoRR (2018)
Shuai Wang, Mianwei Zhou, Sahisnu Mazumder, Bing Liu, Yi Chang
Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning. CoRR (2018)
Sahisnu Mazumder, Bing Liu
Context-aware Path Ranking for Knowledge Base Completion. CoRR (2017)
Sahisnu Mazumder, Bing Liu
Context-aware Path Ranking for Knowledge Base Completion. IJCAI (2017)
Sahisnu Mazumder
LANet: An Enriched Knowledgebase for Location-aware Activity Recommendation System. CoRR (2016)
Sahisnu Mazumder, Sameep Mehta, Dhaval Patel
Identifying Top-k Consistent News-Casters on Twitter. CIKM (2015)
Sahisnu Mazumder, Dhaval Patel, Sameep Mehta
ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews. DaWaK (2014)
Sahisnu Mazumder, Tuhin Sharma, Rahul Mitra, Nandita Sengupta, Jaya Sil
Generation of Sufficient Cut Points to Discretize Network Traffic Data Sets. SEMCCO (2012)
Rahul Mitra, Sahisnu Mazumder, Tuhin Sharma, Nandita Sengupta, Jaya Sil
Dynamic Network Traffic Data Classification for Intrusion Detection Using Genetic Algorithm. SEMCCO (2012)