Singapore

Motivated by the need for intelligent question answering (QA) systems on the Holy Qur&#39;an and the success of the first Qur&#39;an Question Answering shared task (Qur&#39;an QA 2022 at OSACT 2022), we have organized the second version at ArabicNLP 2023. The Qur&#39;an QA 2023 is composed of two sub-tasks: the passage retrieval (PR) task and the machine reading comprehension (MRC) task. The main aim of the shared task is to encourage state-of-the-art research on Arabic PR and MRC on the Holy Qur&#39;an. Our shared task has attracted 9 teams to submit 22 runs for the PR task, and 6 teams to submit 17 runs for the MRC task. In this paper, we present an overview of the task and provide an outline of the approaches employed by the participating teams in both sub-tasks.

EMNLP 2023

Qur’an QA 2023 Shared Task: Overview of Passage Retrieval and Reading Comprehension Tasks over the Holy Qur’an | VIDEO

answer extraction

holy qur'an

classical arabic

reading comprehension

passage retrieval

**Welcome to EMNLP 2023!**

On behalf of the EMNLP 2023 Organizing Committee, I extend a warm and heartfelt welcome to all of you to the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP). It is with immense pleasure and excitement that we gather here in Singapore, a vibrant hub of innovation and technological advancement.

The conference program is packed with insightful presentations, thought-provoking workshops, and engaging networking opportunities. In addition to the technical sessions, we have also planned several social events that will provide you with the opportunity to connect with your colleagues.

The conference is held in person at the Resorts World Convention Centre in Singapore, and available on-line with the help of Underline.

For those in Singapore, I hope that you will find time to explore the exciting Sentosa Island, Gardens by the Bay, Singapore Botanic Gardens and the many other attractions unique to Singapore.

Of course, we are grateful to our sponsors and partners for their generous support of EMNLP 2023, whose contributions make it possible for us to host this world-class event.

Yuji Matsumoto (RIKEN AIP) 
EMNLP 2023 General Chair

To access the **EMNLP 2023** event page on Underline, you need to register for the Conference. 
Please follow **[this link](https://2023.emnlp.org/registration/)** for more details.

EMNLP 2023 took place in Singapore from Dec 6th to Dec 10th, 2023.

Motivated by the need for intelligent question answering (QA) systems on the Holy Qur'an and the success of the first Qur'an Question Answering shared task (Qur'an QA 2022 at OSACT 2022), we have organized the second version at ArabicNLP 2023. The Qur'an QA 2023 is composed of two sub-tasks: the passage retrieval (PR) task and the machine reading comprehension (MRC) task. The main aim of the shared task is to encourage state-of-the-art research on Arabic PR and MRC on the Holy Qur'an. Our shared task has attracted 9 teams to submit 22 runs for the PR task, and 6 teams to submit 17 runs for the MRC task. In this paper, we present an overview of the task and provide an outline of the approaches employed by the participating teams in both sub-tasks.

workshop paper

Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM

Dolphin: A Challenging and Diverse Benchmark for Arabic NLG

BanglaCHQ-Summ: An Abstractive Summarization Dataset for Medical Queries in Bangla Conversational Speech | VIDEO

Offensive Language Identification in Transliterated and Code-Mixed Bangla | VIDEO

Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti

Pseudo-Labeling for Domain-Agnostic Bangla Automatic Speech Recognition | VIDEO

Vio-Lens: A Novel Dataset of Annotated Social Network Posts Leading to Different Forms of Communal Violence and its Evaluation

Assessing Political Inclination of Bangla Language Models

BSpell: A CNN-Blended BERT Based Bangla Spell Checker

Crosslingual Retrieval Augmented In-context Learning for Bangla | VIDEO

https://d3smihljt9218e.cloudfront.net/transcript/59155/subtitle/5aa7261bb5b7b8b7a493dc061420c652.vtt

English (automatic)

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Next from EMNLP 2023

Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM

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Al-Jawaab at Qur’an QA 2023 Shared Task: Exploring Embeddings and GPT Models for Passage Retrieval and Reading Comprehension | VIDEO

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Next from EMNLP 2023

Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM

Similar lecture

Al-Jawaab at Qur’an QA 2023 Shared Task: Exploring Embeddings and GPT Models for Passage Retrieval and Reading Comprehension | VIDEO

Downloads