Sahisnu Mazumder

42 papers A* 6A 1B 4Journal 22Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Continual Learning Using a Kernel-Based Method Over Foundation Models. AAAI Saleh Momeni, Sahisnu Mazumder, Bing Liu
2025	B	`conf`	In-context Continual Learning Assisted by an External Continual Learner. COLING Saleh Momeni, Sahisnu Mazumder, Zixuan Ke, Bing Liu
2024	J	`jnl`	Continual Learning Using a Kernel-Based Method Over Foundation Models. CoRR Saleh Momeni, Sahisnu Mazumder, Bing Liu
2024	J	`jnl`	Decoding Biases: Automated Methods and LLM Judges for Gender Bias Detection in Language Models. CoRR Shachi H. Kumar, Saurav Sahay, Sahisnu Mazumder, Eda Okur, Ramesh Manuvinakurike, Nicole Beckage, Hsuan Su, Hung-yi Lee, Lama Nachman
2024	J	`jnl`	In-context Continual Learning Assisted by an External Continual Learner. CoRR Saleh Momeni, Sahisnu Mazumder, Zixuan Ke, Bing Liu
2024	J	`jnl`	Safety through Permissibility: Shield Construction for Fast and Safe Reinforcement Learning. CoRR Alexander Politowicz, Sahisnu Mazumder, Bing Liu
2023	J	`jnl`	AI Autonomy: Self-initiated Open-world Continual Learning and Adaptation. AI Mag. Bing Liu, Sahisnu Mazumder, Eric Robertson, Scott Grigsby
2023	J	`jnl`	Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue. CoRR Hsuan Su, Shachi H. Kumar, Sahisnu Mazumder, Wenda Chen, Ramesh Manuvinakurike, Eda Okur, Saurav Sahay, Lama Nachman, Shang-Tse Chen, Hung-yi Lee
2023	J	`jnl`	Sample Efficient Multimodal Semantic Augmentation for Incremental Summarization. CoRR Sumanta Bhattacharyya, Ramesh Manuvinakurike, Sahisnu Mazumder, Saurav Sahay
2022	J	`jnl`	AI Autonomy: Self-Initiation, Adaptation and Continual Learning. CoRR Bing Liu, Sahisnu Mazumder, Eric Robertson, Scott Grigsby
2022	A*	`conf`	Continual Learning Dialogue Systems - Learning during Conversation. SIGIR Sahisnu Mazumder, Bing Liu
2022	J	`jnl`	Knowledge-Guided Exploration in Deep Reinforcement Learning. CoRR Sahisnu Mazumder, Bing Liu, Shuai Wang, Yingxuan Zhu, Xiaotian Yin, Lifeng Liu, Jian Li
2022	J	`jnl`	Lifelong and Continual Learning Dialogue Systems. CoRR Sahisnu Mazumder, Bing Liu
2022	A*	`conf`	Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities. EMNLP Nianzu Ma, Sahisnu Mazumder, Alexander Politowicz, Bing Liu, Eric Robertson, Scott Grigsby
2022	J	`jnl`	Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities. CoRR Nianzu Ma, Sahisnu Mazumder, Alexander Politowicz, Bing Liu, Eric Robertson, Scott Grigsby
2021	—	`conf`	Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon. ACL/IJCNLP (Findings) Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Bing Liu
2021	—	`conf`	FLIN: A Flexible Natural Language Interface for Web Navigation. NAACL-HLT Sahisnu Mazumder, Oriana Riva
2021	A*	`conf`	Lifelong and Continual Learning Dialogue Systems: Learning during Conversation. AAAI Bing Liu, Sahisnu Mazumder
2021	J	`jnl`	Self-Initiated Open World Learning for Autonomous AI Agents. CoRR Bing Liu, Eric Robertson, Scott Grigsby, Sahisnu Mazumder
2021	—	`conf`	Semantic Novelty Detection in Natural Language Descriptions. EMNLP (1) Nianzu Ma, Alexander Politowicz, Sahisnu Mazumder, Jiahua Chen, Bing Liu, Eric Robertson, Scott Grigsby
2020	J	`jnl`	A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining. CoRR Jiahua Chen, Shuai Wang, Sahisnu Mazumder, Bing Liu
2020	—	`conf`	A Knowledge-driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining. EMNLP (Findings) Jiahua Chen, Shuai Wang, Sahisnu Mazumder, Bing Liu
2020	B	`conf`	Bayes-enhanced Lifelong Attention Networks for Sentiment Classification. COLING Hao Wang, Shuai Wang, Sahisnu Mazumder, Bing Liu, Yan Yang, Tianrui Li
2020	J	`jnl`	Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon. CoRR Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Bing Liu
2020	A*	`conf`	Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification. ACL Nianzu Ma, Sahisnu Mazumder, Hao Wang, Bing Liu
2020	J	`jnl`	FLIN: A Flexible Natural Language Interface for Web Navigation. CoRR Sahisnu Mazumder, Oriana Riva
2020	J	`jnl`	Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job. CoRR Bing Liu, Sahisnu Mazumder
2019	J	`jnl`	Building an Application Independent Natural Language Interface. CoRR Sahisnu Mazumder, Bing Liu, Shuai Wang, Sepideh Esmaeilpour
2019	—	`conf`	Disentangling Aspect and Opinion Words in Sentiment Analysis Using Lifelong PU Learning. NFMCP@PKDD/ECML Shuai Wang, Mianwei Zhou, Sahisnu Mazumder, Bing Liu, Yi Chang
2019	B	`conf`	Lifelong and Interactive Learning of Factual Knowledge in Dialogues. SIGdial Sahisnu Mazumder, Bing Liu, Shuai Wang, Nianzu Ma
2019	J	`jnl`	Lifelong and Interactive Learning of Factual Knowledge in Dialogues. CoRR Sahisnu Mazumder, Bing Liu, Shuai Wang, Nianzu Ma
2018	J	`jnl`	Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning. CoRR Shuai Wang, Mianwei Zhou, Sahisnu Mazumder, Bing Liu, Yi Chang
2018	—	`conf`	Lifelong Learning Memory Networks for Aspect Sentiment Classification. IEEE BigData Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Geli Fei, Bing Liu
2018	—	`conf`	Target-Sensitive Memory Networks for Aspect Sentiment Classification. ACL (1) Shuai Wang, Sahisnu Mazumder, Bing Liu, Mianwei Zhou, Yi Chang
2018	J	`jnl`	Towards a Continuous Knowledge Learning Engine for Chatbots. CoRR Sahisnu Mazumder, Nianzu Ma, Bing Liu
2017	A*	`conf`	Context-aware Path Ranking for Knowledge Base Completion. IJCAI Sahisnu Mazumder, Bing Liu
2017	J	`jnl`	Context-aware Path Ranking for Knowledge Base Completion. CoRR Sahisnu Mazumder, Bing Liu
2016	J	`jnl`	LANet: An Enriched Knowledgebase for Location-aware Activity Recommendation System. CoRR Sahisnu Mazumder
2015	A	`conf`	Identifying Top-k Consistent News-Casters on Twitter. CIKM Sahisnu Mazumder, Sameep Mehta, Dhaval Patel
2014	B	`conf`	ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews. DaWaK Sahisnu Mazumder, Dhaval Patel, Sameep Mehta
2012	—	`conf`	Dynamic Network Traffic Data Classification for Intrusion Detection Using Genetic Algorithm. SEMCCO Rahul Mitra, Sahisnu Mazumder, Tuhin Sharma, Nandita Sengupta, Jaya Sil
2012	—	`conf`	Generation of Sufficient Cut Points to Discretize Network Traffic Data Sets. SEMCCO Sahisnu Mazumder, Tuhin Sharma, Rahul Mitra, Nandita Sengupta, Jaya Sil