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04/10/2023
AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges
Artificial Intelligence for IT operations (AIOps) aims to combine the po...
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01/31/2023
LogAI: A Library for Log Analytics and Intelligence
Software and System logs record runtime information about processes exec...
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11/30/2022
Learning Label Modular Prompts for Text Classification in the Wild
Machine learning models usually assume i.i.d data during training and te...
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05/23/2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding
Prompt Tuning (PT) has been largely successful as a parameter-efficient ...
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04/21/2022
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps
Root Cause Analysis (RCA) of any service-disrupting incident is one of t...
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09/20/2021
Merlion: A Machine Learning Library for Time Series
We introduce Merlion, an open-source machine learning library for time s...
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01/28/2021
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning
Neural Module Networks (NMNs) have been quite successful in incorporatin...
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11/03/2019
Scene Graph based Image Retrieval – A case study on the CLEVR Dataset
With the prolification of multimodal interaction in various domains, rec...
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04/21/2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension
We propose DuoRC, a novel dataset for Reading Comprehension (RC) that mo...
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01/31/2018
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph
While conversing with chatbots, humans typically tend to ask many questi...
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04/01/2017
Multimodal Dialogs (MMD): A large-scale dataset for studying multimodal domain-aware conversations
While multimodal conversation agents are gaining importance in several d...
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06/15/2016
A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation
Interlingua based Machine Translation (MT) aims to encode multiple langu...
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12/01/2015
Taxonomy grounded aggregation of classifiers with different label sets
We describe the problem of aggregating the label predictions of diverse ...
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02/06/2014