Search Results - "Sengupta, Shubhashis"
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1
Neural response generation for task completion using conversational knowledge graph
Published in PloS one (09-02-2023)“…Effective dialogue generation for task completion is challenging to build. The task requires the response generation system to generate the responses…”
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Journal Article -
2
Reinforcing personalized persuasion in task-oriented virtual sales assistant
Published in PloS one (05-01-2023)“…Existing task-oriented virtual agents can assist users with simple tasks like ticket booking, hotel reservations, etc. effectively and with high confidence…”
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Journal Article -
3
A dynamic goal adapted task oriented dialogue agent
Published in PloS one (01-04-2021)“…Existing virtual agents (VAs) present in dialogue systems are either information retrieval based or static goal-driven. However, in real-world situations,…”
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Journal Article -
4
Data-Driven Approaches to Predict Dendrimer Cytotoxicity
Published in ACS omega (11-06-2024)“…Dendrimers are employed as functional elements in contrast agents and are proposed as nontoxic vehicles for drug delivery. Toxicity is a property that is to be…”
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Journal Article -
5
Cross-SEAN: A cross-stitch semi-supervised neural attention model for COVID-19 fake news detection
Published in Applied soft computing (01-08-2021)“…As the COVID-19 pandemic sweeps across the world, it has been accompanied by a tsunami of fake news and misinformation on social media. At the time when…”
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Journal Article -
6
Towards personalized persuasive dialogue generation for adversarial task oriented dialogue setting
Published in Expert systems with applications (01-03-2023)“…In recent years, task-oriented virtual assistants have gained huge popularity and demand in both research and industry communities. The primary aim of a…”
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Journal Article -
7
A persona aware persuasive dialogue policy for dynamic and co-operative goal setting
Published in Expert systems with applications (01-06-2022)“…In recent years, the popularity of virtual agents particularly task-oriented dialogue agents has increased immensely due to their effectiveness and simplicity…”
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Journal Article -
8
Multi-site data distribution for disaster recovery—A planning framework
Published in Future generation computer systems (01-12-2014)“…In this paper, we present DDP-DR: a Data Distribution Planner for Disaster Recovery. DDP-DR provides an optimal way of backing-up critical business data into…”
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Journal Article -
9
Orbit Propagation from Historical Data using Physics-informed Neural ODEs
Published in 2023 International Conference on Machine Learning and Applications (ICMLA) (15-12-2023)“…With over 5000 satellites and 50000 debris currently in low-earth orbit, assessing collision risk between these entities is a problem of growing importance…”
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Conference Proceeding -
10
Neural response generation for task completion using conversational knowledge graph
Published in PloS one (01-01-2023)“…Effective dialogue generation for task completion is challenging to build. The task requires the response generation system to generate the responses…”
Get full text
Journal Article -
11
Towards Peer-to-Peer Split Learning
Published in 2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS) (03-01-2024)“…In this paper, the N -split learning scheme is presented. This scheme allows for learning a feed-forward deep neural network on devices with limited memory for…”
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Conference Proceeding -
12
A Note on Reducing Computations in CNNs
Published in 2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS) (03-01-2024)“…In this brief paper, a technique based on bilinear interpolation is presented to reduce computations in Convolutional Neural Networks (CNNs), while still…”
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Conference Proceeding -
13
Reinforcing personalized persuasion in task-oriented virtual sales assistant
Published in PloS one (01-01-2023)“…PurposeExisting task-oriented virtual agents can assist users with simple tasks like ticket booking, hotel reservations, etc. effectively and with high…”
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Journal Article -
14
Towards Sentiment and Emotion aided Intent Detection
Published in 2022 26th International Conference on Pattern Recognition (ICPR) (21-08-2022)“…Intent detection is one of the crucial Natural Language Understanding(NLU) tasks studied extensively. Misclassification of intents impacts the overall…”
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Conference Proceeding -
15
A Scalable Master-Worker Architecture for PaaS Clouds
Published in 2012 SC Companion: High Performance Computing, Networking Storage and Analysis (01-11-2012)“…Clouds provide an attractive infrastructural option to deploy highly-scalable distributed applications. Platform as a Service (PaaS) clouds offer basic…”
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Conference Proceeding -
16
RoMaViD: Learning Robotic Manipulation from Video Demonstrations
Published in 2024 IEEE/ACM 6th International Workshop on Robotics Software Engineering (RoSE) (15-04-2024)“…Large-scale manufacturing necessitates automation, and robotic automation has emerged as a primary solution. Traditionally, robotic systems are designed for…”
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Conference Proceeding -
17
Intent Mining from past conversations for conversational agent
Published 22-05-2020“…Proceedings of the 28th International Conference on Computational Linguistics, 2020 Conversational systems are of primary interest in the AI community…”
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Journal Article -
18
Action2Code: Transforming Video Demonstrations into Sequential Robotic Instructions
Published in 2024 21st International Conference on Ubiquitous Robots (UR) (24-06-2024)“…The time-consuming nature of programming robotic motion and manipulation to achieve specific tasks is a key reason that robots have generally been restricted…”
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Conference Proceeding -
19
Towards Accurate Duplicate Bug Retrieval Using Deep Learning Techniques
Published in 2017 IEEE International Conference on Software Maintenance and Evolution (ICSME) (01-09-2017)“…Duplicate Bug Detection is the problem of identifying whether a newly reported bug is a duplicate of an existing bug in the system and retrieving the original…”
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Conference Proceeding -
20
Software Clustering: Unifying Syntactic and Semantic Features
Published in 2012 19th Working Conference on Reverse Engineering (01-10-2012)“…Software clustering is an important technique for extracting high level component architecture from the underlying source code. One of the limitations of the…”
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Conference Proceeding