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03/29/2022
LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documents
Identifying keyphrases (KPs) from text documents is a fundamental task i...
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07/07/2021
DISCO : efficient unsupervised decoding for discrete natural language problems via convex relaxation
In this paper we study test time decoding; an ubiquitous step in almost ...
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06/16/2021
Robust Training in High Dimensions via Block Coordinate Geometric Median Descent
Geometric median (Gm) is a classical method in statistics for achieving ...
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06/05/2021
Neural Distributed Source Coding
Distributed source coding is the task of encoding an input in the absenc...
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04/19/2021
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems
Traditional goal-oriented dialogue systems rely on various components su...
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04/17/2021
GupShup: An Annotated Corpus for Abstractive Summarization of Open-Domain Code-Switched Conversations
Code-switching is the communication phenomenon where speakers switch bet...
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11/20/2020
On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Optimization
In decentralized optimization, it is common algorithmic practice to have...
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12/19/2018
Detecting the Trend in Musical Taste over the Decade -- A Novel Feature Extraction Algorithm to Classify Musical Content with Simple Features
This work proposes a novel feature selection algorithm to classify Songs...
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11/01/2018
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization
Deep learning models have become state of the art for natural language p...
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06/27/2014
Template Matching based Object Detection Using HOG Feature Pyramid
This article provides a step by step development of designing a Object D...
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12/13/2012