ICNLSP 2021

Keynotes

Bring All Your Features: Arabic Diacritic Recovery using a Feature-Rich Recurrent Neural Model

Dr. Kareem Darwish, aIxplain

Figurative Language Analysis

PD Dr. Valia Kordoni, Humboldt University, Germany

Understanding Arabic Transformer Models

Dr. Ahmed Abdelali, QCRI, Qatar

AI Technology Commercialization: From Research to Product Innovation

Dr. Hussein Al-Natsheh

Presentations

Beyond Voice Activity Detection: Hybrid Audio Segmentation for Direct Speech Translation Marco Gaido, Matteo Negri, Mauro Cettolo and Marco Turchi.
ITAcotron 2: Transfering English Speech Synthesis Architectures and Speech Features to Italian Anna Favaro, Licia Sbattella, Roberto Tedesco and Vincenzo Scotti.
Using Bloom’s Taxonomy to Classify Question Complexity Sabine Ullrich and Michaela Geierhos.
TPT: An Empirical Term Selection for Arabic Text Categorization Mourad Abbas and Mohamed Lichouri.
Automatic Assessment of Speaking Skills Using Aural and Textual Information Sofia Eleftheriou, Panagiotis Koromilas and Theodoros Giannakopoulos.
Identifying and Understanding Game-Framing in Online News: BERT and Fine-Grained Linguistic Features Hayastan Avetisyan and David Broneske.
From local hesitations to global impressions of the listener Tanvi Dinkar, Beatrice Biancardi and Chloé Clavel.
The Quality of Lexical Semantic Resources: A Survey Hadi Khalilia, Abed Alhakim Freihat and Fausto Giunchiglia.
The Task2Dial Dataset: A Novel Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents Carl Strathearn and Dimitra Gkatzia.
Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English Toshiko Shibano, Xinyi Zhang, Mia Taige Li, Haejin Cho, Peter Sullivan and Muhammad Abdul-Mageed.
Arabic Named Entity Recognition Using Transformer-based-CRF Model Muhammad Saleh Al-Qurishi and Riad Souissi.
Domain and Task-Informed Sample Selection for Cross-Domain Target-based Sentiment Analysis Kasturi Bhattacharjee, Rashmi Gangadharaiah and Smaranda Muresan.
Audio-Visual Recipe Guidance for Smart Kitchen Devices Caroline Kendrick, Mariano Frohnmaier and Munir Georges.
BloomNet: A Robust Transformer based model for Bloom’s Learning Outcome Classification Abdul Waheed, Muskan Goyal, Nimisha Mittal, Deepak Gupta, Ashish Khanna and Moolchand Sharma.
Beam Search with Bidirectional Strategies for Neural Response Generation Pierre Colombo, Chloé Clavel, Chouchang Yack and Giovanna Varni.
A3C: Arabic Anaphora Annotated Corpus Mohamed Amine Cheragui, Abdelhalim Hafedh Dahou and Mohamed Abdelmoazz.
An interpretable person-job fitting approach based on classification and ranking Mohamed Amine Menacer, Fatma Ben Hamda, Ghada Mighri, Sabeur Ben Hamidene and Maxime Cariou.
Orthographic Transliteration for Kabyle Speech Recognition Christopher Haberland and Ni Lao.
End-to-End Annotator Bias Approximation on Crowdsourced Single-Label Sentiment Analysis Gerhard Hagerer, David Szabo, Andreas Koch, Maria Luisa Ripoll Dominguez, Christian Widmer, Maximilian Wich, Hannah Danner and Georg Groh.
User Generated Content and Engagement Analysis in Social Media case of Algerian Brands Aicha Chorana and Hadda Cherroun.
Formulating Automated Responses to Cognitive Distortions for CBT Interactions Ignacio de Toledo Rodriguez, Giancarlo Salton and Robert Ross.
Static Fuzzy Bag-of-Words: a Lightweight and Fast Sentence Embedding Algorithm Matteo Muffo, Roberto Tedesco, Licia Sbattella and Vincenzo Scotti.
Improving BERT Performance for Aspect-Based Sentiment Analysis Akbar Karimi, Leonardo Rossi and Andrea Prati.
A New Approach for Arabic Text Summarization Samira Lagrini and Mohammed Redjimi.
MAPLE – MAsking words to generate blackout Poetry using sequence-to-sequence Learning Aditeya Baral, Himanshu Jain, Deeksha D and Dr. Mamatha H R.
Indic Languages Automatic Speech Recognition using Meta-Learning Approach Anugunj Naman and Kumari Deepshikha.
A Sample-Based Training Method for Distantly Supervised Relation Extraction with Pre-Trained Transformers Mehrdad Nasser, Mohamad Bagher Sajadi and Behrouz Minaei-Bidgoli.
Compressive Performers in Language Modelling Anjali Ragupathi, Siddharth Shanmuganathan and Manu Madhavan.
Learning ULMFiT and Self-Distillation with Calibration for Medical Dialogue System Shuang Ao and Xeno Acharya.
Automated Recognition of Hindi Word Audio Clips for Indian Children using Clustering-based Filters and Binary Classifier Anuj Gopal.
Machine Translation for Zero and Low-resourced Dialects using a New Extended Version of the Dialectal Parallel Corpus (Padic v2.0) Mohamed Lichouri and Mourad Abbas.
A Comparative Study on Language Models for the Kannada Language Danish Mohammed Ebadulla, Rahul Raman, Hridhay Kiran Shetty and Mamatha H.R..

ICNLSP 2021

ICNLSP 2021

Keynotes

Bring All Your Features: Arabic Diacritic Recovery using a Feature-Rich Recurrent Neural Model

Figurative Language Analysis

Understanding Arabic Transformer Models

AI Technology Commercialization: From Research to Product Innovation

Presentations

Beyond Voice Activity Detection: Hybrid Audio Segmentation for Direct Speech Translation

ITAcotron 2: Transfering English Speech Synthesis Architectures and Speech Features to Italian

Using Bloom’s Taxonomy to Classify Question Complexity

TPT: An Empirical Term Selection for Arabic Text Categorization

Automatic Assessment of Speaking Skills Using Aural and Textual Information

Identifying and Understanding Game-Framing in Online News: BERT and Fine-Grained Linguistic Features

From local hesitations to global impressions of the listener

The Quality of Lexical Semantic Resources: A Survey

The Task2Dial Dataset: A Novel Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents

Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English

Arabic Named Entity Recognition Using Transformer-based-CRF Model

Domain and Task-Informed Sample Selection for Cross-Domain Target-based Sentiment Analysis

Audio-Visual Recipe Guidance for Smart Kitchen Devices

BloomNet: A Robust Transformer based model for Bloom’s Learning Outcome Classification

Beam Search with Bidirectional Strategies for Neural Response Generation

A3C: Arabic Anaphora Annotated Corpus

An interpretable person-job fitting approach based on classification and ranking

Orthographic Transliteration for Kabyle Speech Recognition

End-to-End Annotator Bias Approximation on Crowdsourced Single-Label Sentiment Analysis

User Generated Content and Engagement Analysis in Social Media case of Algerian Brands

Formulating Automated Responses to Cognitive Distortions for CBT Interactions

Static Fuzzy Bag-of-Words: a Lightweight and Fast Sentence Embedding Algorithm

Improving BERT Performance for Aspect-Based Sentiment Analysis

A New Approach for Arabic Text Summarization

MAPLE – MAsking words to generate blackout Poetry using sequence-to-sequence Learning

Indic Languages Automatic Speech Recognition using Meta-Learning Approach

A Sample-Based Training Method for Distantly Supervised Relation Extraction with Pre-Trained Transformers

Compressive Performers in Language Modelling

Learning ULMFiT and Self-Distillation with Calibration for Medical Dialogue System

Automated Recognition of Hindi Word Audio Clips for Indian Children using Clustering-based Filters and Binary Classifier

Machine Translation for Zero and Low-resourced Dialects using a New Extended Version of the Dialectal Parallel Corpus (Padic v2.0)

A Comparative Study on Language Models for the Kannada Language

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