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

Marco Gaido, Matteo Negri, Mauro Cettolo and Marco Turchi. Beyond Voice Activity Detection: Hybrid Audio Segmentation for Direct Speech Translation

Anna Favaro, Licia Sbattella, Roberto Tedesco and Vincenzo Scotti. ITAcotron 2: Transfering English Speech Synthesis Architectures and Speech Features to Italian

Sabine Ullrich and Michaela Geierhos. Using Bloom’s Taxonomy to Classify Question Complexity

Mourad Abbas and Mohamed Lichouri. TPT: An Empirical Term Selection for Arabic Text Categorization

Sofia Eleftheriou, Panagiotis Koromilas and Theodoros Giannakopoulos. Automatic Assessment of Speaking Skills Using Aural and Textual Information

Hayastan Avetisyan and David Broneske. Identifying and Understanding Game-Framing in Online News: BERT and Fine-Grained Linguistic Features

Tanvi Dinkar, Beatrice Biancardi and Chloé Clavel. From local hesitations to global impressions of the listener

Hadi Khalilia, Abed Alhakim Freihat and Fausto Giunchiglia. The Quality of Lexical Semantic Resources: A Survey

Carl Strathearn and Dimitra Gkatzia. The Task2Dial Dataset: A Novel Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents

Toshiko Shibano, Xinyi Zhang, Mia Taige Li, Haejin Cho, Peter Sullivan and Muhammad Abdul-Mageed. Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English

Muhammad Saleh Al-Qurishi and Riad Souissi. Arabic Named Entity Recognition Using Transformer-based-CRF Model

Kasturi Bhattacharjee, Rashmi Gangadharaiah and Smaranda Muresan. Domain and Task-Informed Sample Selection for Cross-Domain Target-based Sentiment Analysis

Caroline Kendrick, Mariano Frohnmaier and Munir Georges. Audio-Visual Recipe Guidance for Smart Kitchen Devices

Abdul Waheed, Muskan Goyal, Nimisha Mittal, Deepak Gupta, Ashish Khanna and Moolchand Sharma. BloomNet: A Robust Transformer based model for Bloom’s Learning Outcome Classification

Pierre Colombo, Chloé Clavel, Chouchang Yack and Giovanna Varni. Beam Search with Bidirectional Strategies for Neural Response Generation

Mohamed Amine Cheragui, Abdelhalim Hafedh Dahou and Mohamed Abdelmoazz. A3C: Arabic Anaphora Annotated Corpus

Mohamed Amine Menacer, Fatma Ben Hamda, Ghada Mighri, Sabeur Ben Hamidene and Maxime Cariou. An interpretable person-job fitting approach based on classification and ranking

Christopher Haberland and Ni Lao. Orthographic Transliteration for Kabyle Speech Recognition

 

Gerhard Hagerer, David Szabo, Andreas Koch, Maria Luisa Ripoll Dominguez, Christian Widmer, Maximilian Wich, Hannah Danner and Georg Groh. End-to-End Annotator Bias Approximation on Crowdsourced Single-Label Sentiment Analysis

 

Aicha Chorana and Hadda Cherroun. User Generated Content and Engagement Analysis in Social Media case of Algerian Brands

 

Ignacio de Toledo Rodriguez, Giancarlo Salton and Robert Ross. Formulating Automated Responses to Cognitive Distortions for CBT Interactions

 

Matteo Muffo, Roberto Tedesco, Licia Sbattella and Vincenzo Scotti. Static Fuzzy Bag-of-Words: a Lightweight and Fast Sentence Embedding Algorithm

 

Akbar Karimi, Leonardo Rossi and Andrea Prati. Improving BERT Performance for Aspect-Based Sentiment Analysis

 

Samira Lagrini and Mohammed Redjimi. A New Approach for Arabic Text Summarization

 

Aditeya Baral, Himanshu Jain, Deeksha D and Dr. Mamatha H R. MAPLE – MAsking words to generate blackout Poetry using sequence-to-sequence Learning

 

Anugunj Naman and Kumari Deepshikha. Indic Languages Automatic Speech Recognition using Meta-Learning Approach

 

Mehrdad Nasser, Mohamad Bagher Sajadi and Behrouz Minaei-Bidgoli. A Sample-Based Training Method for Distantly Supervised Relation Extraction with Pre-Trained Transformers

 

Anjali Ragupathi, Siddharth Shanmuganathan and Manu Madhavan. Compressive Performers in Language Modelling

 

Shuang Ao and Xeno Acharya. Learning ULMFiT and Self-Distillation with Calibration for Medical Dialogue System

 

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

 

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

 

Danish Mohammed Ebadulla, Rahul Raman, Hridhay Kiran Shetty and Mamatha H.R.. A Comparative Study on Language Models for the Kannada Language