Research Interests
My area of interests lie in Multi-modal AI especially in the intersection of Natural Language Processing,
Computer Vision and Robotics. I had worked in the areas of multi-modal dialog systems, domain adaptation,
text classification etc.
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Service
- Conference Reviewer: AMLC 2023, NeurIPS 2023, BMVC 2023, CoLLA 2023, ACL 2023, CVPR 2023, EACL 2023, ACL 2022, ACL 2021, ICON 2020.
- Journal Reviewer: Machine Learning, TMLR, Computer Speech & Language, ACL ARR.
- Workshop Reviewer: ICLR - MoFo 2023, ICLR - MRL 2023, SocialNLP
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Peer Reviewed Publications |
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A Unified Framework for Slot based Response Generation in a Multimodal Dialogue System
Mauajama Firdaus*,
Avinash Madasu*,
Asif Ekbal
Journal of Multimedia Tools and Applications
[Paper]
[Code]
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Is Multimodal Vision Supervision Beneficial to Language?
Avinash Madasu,
Vasudev Lal
CVPR 2023 (NFVLR Workshop)
[Paper]
[Code]
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A Unified Framework for Emotion Identification and Generation in
Dialogues
Avinash Madasu*,
Mauajama Firdaus*,
Asif Ekbal
EACL 2023 (SRW Workshop)
[Paper]
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Improving video retrieval using multilingual knowledge transfer
Avinash Madasu,
Estelle Aflalo,
Gabriela Ben Melech Stan,
Shao-Yen Tseng,
Gedas
Bertasius,
Vasudev Lal
ECIR 2023
[Paper]
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What do Large Language Models Learn beyond Language?
Avinash Madasu,
Shashank Srivastava
EMNLP 2022 (Findings)
[Paper]
[Code]
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Learning to Retrieve Videos by Asking Questions
Avinash Madasu,
Junier Oliva,
Gedas Bertasius
ACM Multimedia 2022
[Paper]
[Code]
[Poster]
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Sequential Domain Adaptation through
Elastic Weight Consolidation for Sentiment Analysis
Avinash Madasu,
Vijjini Anvesh Rao
ICPR 2020
[Paper]
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A Position Aware Decay Weighted Network for Aspect based Sentiment Analysis
Avinash Madasu,
Vijjini Anvesh Rao
NLDB 2020
[Paper]
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Sequential Learning of Convolutional Features for Effective Text Classification
Avinash Madasu,
Vijjini Anvesh Rao
EMNLP 2019
[Paper]
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Efficient Feature Selection techniques for Sentiment Analysis
Avinash Madasu,
Sivasankar E
Journal of Multimedia Tools and Applications
[Paper]
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Gated Convolutional Neural Networks for Domain Adaptation
Avinash Madasu,
Vijjini Anvesh Rao
NLDB 2019
[Paper]
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Effectiveness of Self Normalizing Neural Networks for Text Classification
Avinash Madasu,
Vijjini Anvesh Rao
CICLing 2019
[Paper]
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A Study of Feature Extraction techniques for Sentiment Analysis
Avinash Madasu,
Sivasankar E
IEMIS 2018
[Paper]
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