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Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding


May 23, 2022
Rishabh Bhardwaj, Amrita Saha, Steven C. H. Hoi


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Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps


Apr 21, 2022
Amrita Saha, Steven C. H. Hoi

* ICSE-SEIP 2022 

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Merlion: A Machine Learning Library for Time Series


Sep 20, 2021
Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K C Krithika, Sukumar Maddineni, Daeki Cho, Bo Zong, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Steven Hoi, Huan Wang

* 22 pages, 1 figure, 14 tables 

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Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning


Jan 28, 2021
Amrita Saha, Shafiq Joty, Steven C. H. Hoi


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Scene Graph based Image Retrieval -- A case study on the CLEVR Dataset


Nov 03, 2019
Sahana Ramnath, Amrita Saha, Soumen Chakrabarti, Mitesh M. Khapra

* 3 pages including references, Accepted at the ICCV 2019 Workshop - 'Linguistics Meets Image and Video Retrieval' (received Best Paper Award) 

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DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension


Oct 10, 2018
Amrita Saha, Rahul Aralikatte, Mitesh M. Khapra, Karthik Sankaranarayanan

* Accepted in ACL 2018 

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Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph


Oct 04, 2018
Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar

* Accepted in AAAI'18 

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Towards Building Large Scale Multimodal Domain-Aware Conversation Systems


Jan 31, 2018
Amrita Saha, Mitesh Khapra, Karthik Sankaranarayanan


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A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation


Jun 15, 2016
Amrita Saha, Mitesh M. Khapra, Sarath Chandar, Janarthanan Rajendran, Kyunghyun Cho

* 10 pages 

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Taxonomy grounded aggregation of classifiers with different label sets


Dec 01, 2015
Amrita Saha, Sathish Indurthi, Shantanu Godbole, Subendhu Rongali, Vikas C. Raykar

* Under review by AISTATS 2016 

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