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05/23/2023
Sāmayik: A Benchmark and Dataset for English-Sanskrit Translation
Sanskrit is a low-resource language with a rich heritage. Digitized Sans...
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10/13/2022
DICTDIS: Dictionary Constrained Disambiguation for Improved NMT
Domain-specific neural machine translation (NMT) systems (e.g., in educa...
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03/03/2022
UDAAN - Machine Learning based Post-Editing tool for Document Translation
We introduce UDAAN, an open-source post-editing tool that can reduce man...
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02/02/2022
Error Correction in ASR using Sequence-to-Sequence Models
Post-editing in Automatic Speech Recognition (ASR) entails automatically...
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09/23/2021
Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming
A critical bottleneck in supervised machine learning is the need for lar...
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08/01/2021
SPEAR : Semi-supervised Data Programming in Python
We present SPEAR, an open-source python library for data programming wit...
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05/21/2021
Rule Augmented Unsupervised Constituency Parsing
Recently, unsupervised parsing of syntactic trees has gained considerabl...
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04/11/2021
Unsupervised Learning of Explainable Parse Trees for Improved Generalisation
Recursive neural networks (RvNN) have been shown useful for learning sen...
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01/13/2021
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification
We consider the problem of multi-label classification where the labels l...
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08/22/2020
Data Programming using Semi-Supervision and Subset Selection
The paradigm of data programming <cit.> has shown a lot of promise in us...
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08/22/2019
Peak Electricity Demand and Global Warming in the Industrial and Residential areas of Pune : An Extreme Value Approach
Industrial and residential activities respond distinctly to electricity ...
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08/19/2019