Search Results for author: Haithem Afli

Found 15 papers, 0 papers with code

Machine Translation in the Covid domain: an English-Irish case study for LoResMT 2021

no code implementations MTSummit 2021 Seamus Lankford, Haithem Afli, Andy Way

Translation models for the specific domain of translating Covid data from English to Irish were developed for the LoResMT 2021 shared task.

Domain Adaptation Machine Translation +1

Enabling Deep Learning for All-in EDGE paradigm

no code implementations7 Apr 2022 Praveen Joshi, Haithem Afli, Mohammed Hasanuzzaman, Chandra Thapa, Ted Scully

Moreover, it is suitable from the data requirements perspective in the edge paradigm because the proliferation of edge devices has resulted in an explosion in the volume of generated and collected data.

Natural Language Understanding speech-recognition +1

Splitfed learning without client-side synchronization: Analyzing client-side split network portion size to overall performance

no code implementations19 Sep 2021 Praveen Joshi, Chandra Thapa, Seyit Camtepe, Mohammed Hasanuzzamana, Ted Scully, Haithem Afli

Federated Learning (FL), Split Learning (SL), and SplitFed Learning (SFL) are three recent developments in distributed machine learning that are gaining attention due to their ability to preserve the privacy of raw data.

Federated Learning Image Classification +1

ADAPT at IJCNLP-2017 Task 4: A Multinomial Naive Bayes Classification Approach for Customer Feedback Analysis task

no code implementations IJCNLP 2017 Pintu Lohar, Koel Dutta Chowdhury, Haithem Afli, Mohammed Hasanuzzaman, Andy Way

In this paper, we analyse the real world samples of customer feedback from Microsoft Office customers in four languages, i. e., English, French, Spanish and Japanese and conclude a five-plus-one-classes categorisation (comment, request, bug, complaint, meaningless and undetermined) for meaning classification.

Classification General Classification +2

Identifying Effective Translations for Cross-lingual Arabic-to-English User-generated Speech Search

no code implementations WS 2017 Ahmad Khwileh, Haithem Afli, Gareth Jones, Andy Way

Cross Language Information Retrieval (CLIR) systems are a valuable tool to enable speakers of one language to search for content of interest expressed in a different language.

Information Retrieval Machine Translation +1

Using SMT for OCR Error Correction of Historical Texts

no code implementations LREC 2016 Haithem Afli, Zhengwei Qiu, Andy Way, P{\'a}raic Sheridan

A trend to digitize historical paper-based archives has emerged in recent years, with the advent of digital optical scanners.

Language Modelling Machine Translation +2

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