Browsing Students Publications by Subject "Natural Language Processing"

Now showing items 1-9 of 9

AraDialAug: A Meta-Learning and Data Augmentation Approach for Arabic Dialogue Generation

El Halabi, Assaad (2024-02-07)

Arabic dialogue generation presents unique challenges due to the language's rich morphology and the scarcity of data resources. Recent advances have employed metalearning to facilitate fast adaptation of language models ...
Bridging the Semantic Gap: Tackling Contradictions in Semantic Similarity for Natural Language

Abou Fares, Marian (2024-05-09)

Understanding and accurately processing semantic relations is key to advancing Nat ural Language Processing (NLP). One primary semantic relation is contradictions between sentences which play a crucial role in influencing ...
Cross-document Analysis for Automatic Understanding of Electronic Medical Records

Sharafeddin, Batoul (9/23/2020)

Electronic medical records contain both structured entities such as diagnosis codes and results, and unstructured entities such as textual notes typed by health care providers to record patient information during ...
Few-shot Learning for Conversational Bots in Low-Resource Settings

Naous, Tarek (4/6/2022)

Open-domain dialogue agents are systems that can converse with users on any topic of user’s choice. Having such types of agents has been a long standing objective in Artificial Intelligence as they can make the human-computer ...
MetaDial: A Meta-learning Approach for Dialogue Generation in Arabic Language

Shamas, Mohsen (2022-09-15)

Dialogue generation is the automatic generation of a text response, given a post by a user. The advancements in deep learning models have made developing conversational systems not only possible, but also effective and ...
Negotiating Bots with Empathy

Hokayem, Christian (9/16/2021)

Automated negotiation is a multi-agent task where one or multiple negotiating bots aim to resolve a conflict or reach a mutually beneficial agreement. Previous approaches have focused on achieving financially optimal ...
SAraBERT:Affixing Inter-Sentence Transformers to AraBERT

Shameseldeen, Sami (5/18/2022)

Natural language processing (NLP) has made remarkable advancement with the advent of deep learning technology. The deep learning models have produced enhanced results in NLP tasks such as text summarization, text translation, ...
TIMELINEGPT: UTILIZING LLMS FOR AUTOMATIC TIMELINE GENERATION OF NEWS DATA

Tutunjian, Wanes (2024-02-05)

This thesis introduces a novel approach for automatic timeline generation for news data, an essential task in Information Retrieval. Our work addresses the challenge of generating timelines and multilingual scalability ...
Towards a Robust Gender Bias Evaluation in NLP

Barza, Kenny (2/10/2023)

With the advent of deep learning technology, Natural Language Processing (NLP) has made remarkable progress. Deep learning models have improved the performance of many NLP tasks such as text summarization, translation, and ...

Now showing items 1-9 of 9

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Browsing Students Publications by Subject "Natural Language Processing"

Browsing Students Publications by Subject "Natural Language Processing"

Search AUB ScholarWorks

Browse

All of AUB ScholarWorks

This Community

My Account

Copyright Statement