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02/02/2023
Efficient Graph Field Integrators Meet Point Clouds
We present two new classes of algorithms for efficient field integration...
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09/15/2022
Unsupervised Opinion Summarization Using Approximate Geodesics
Opinion summarization is the task of creating summaries capturing popula...
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08/25/2022
Sustaining Fairness via Incremental Learning
Machine learning systems are often deployed for making critical decision...
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03/19/2022
Read Top News First: A Document Reordering Approach for Multi-Document News Summarization
A common method for extractive multi-document news summarization is to r...
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03/15/2022
Unsupervised Extractive Opinion Summarization Using Sparse Coding
Opinion summarization is the task of automatically generating summaries ...
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01/31/2022
Learning Fair Representations via Rate-Distortion Maximization
Text representations learned by machine learning models often encode und...
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09/17/2021
Does Commonsense help in detecting Sarcasm?
Sarcasm detection is important for several NLP tasks such as sentiment i...
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04/14/2021
Reformulating Sentence Ordering as Conditional Text Generation
The task of organizing a shuffled set of sentences into a coherent text ...
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02/16/2018
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing
Supervised learning models are typically trained on a single dataset and...
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02/16/2018
Learning beyond datasets: Knowledge Graph Augmented Neural Networks for Natural language Processing
Machine Learning has been the quintessential solution for many AI proble...
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11/08/2017
SIMILARnet: Simultaneous Intelligent Localization and Recognition Network
Global Average Pooling (GAP) [4] has been used previously to generate cl...
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11/27/2016
Handwriting Profiling using Generative Adversarial Networks
Handwriting is a skill learned by humans from a very early age. The abil...
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11/27/2016
