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09/02/2023
Multilingual Text Representation
Modern NLP breakthrough includes large multilingual models capable of pe...
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08/02/2023
Investigation on Machine Learning Based Approaches for Estimating the Critical Temperature of Superconductors
Superconductors have been among the most fascinating substances, as the ...
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05/24/2023
GlobalBench: A Benchmark for Global Progress in Natural Language Processing
Despite the major advances in NLP, significant disparities in NLP system...
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04/25/2023
GMNLP at SemEval-2023 Task 12: Sentiment Analysis with Phylogeny-Based Adapters
This report describes GMU's sentiment analysis system for the SemEval-20...
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12/20/2022
Geographic and Geopolitical Biases of Language Models
Pretrained language models (PLMs) often fail to fairly represent target ...
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05/19/2022
Phylogeny-Inspired Adaptation of Multilingual Models to New Languages
Large pretrained multilingual models, trained on dozens of languages, ha...
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01/22/2022
Survival Prediction of Children Undergoing Hematopoietic Stem Cell Transplantation Using Different Machine Learning Classifiers by Performing Chi-squared Test and Hyper-paramet
Bone Marrow Transplant, a gradational rescue for a wide range of disorde...
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12/07/2021
Dataset Geography: Mapping Language Data to Language Users
As language technologies become more ubiquitous, there are increasing ef...
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10/16/2021
Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network
Multi-agent Markov Decision Process (MMDP) has been an effective way of ...
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09/24/2021
SD-QA: Spoken Dialectal Question Answering for the Real World
Question answering (QA) systems are now available through numerous comme...
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09/24/2021
Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering
Human knowledge is collectively encoded in the roughly 6500 languages sp...
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06/15/2021
Code to Comment Translation: A Comparative Study on Model Effectiveness Errors
Automated source code summarization is a popular software engineering re...
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07/22/2019
Towards an LSTM-based Predictive Framework for Literature-based Knowledge Discovery
Literature-based knowledge discovery process identifies the important bu...
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05/01/2019