CLEAR Magazine September 2021

The 37th issue of CLEAR Magazine is released. This issue comes with some new articles based on the trending topics like Applications of deep learning and reinforcement learning to biological data, Traffic prediction for intelligent transportation system using machine learning, Ransomware automatic data acquisition tool, Image recognition method based on deep learning, Retrospective reader for machine reading comprehension.

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CLEAR Magazine July 2021

The 36th issue of CLEAR Magazine is released. This issue comes with some new articles based on the trending topics like Sentiment classification using N-gram IDF and automated machine learning, Emotional voice conversion using multitask learning with text to speech, Artificial intelligence based voice assistant, Voice based form filling system for visually challenged people.

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CLEAR Magazine March 2021

The 35th issue of CLEAR Magazine is released. This issue comes with some new articles based on the trending topics like Fall detection for elderly people using ML, XSS Attack Detection with ML and n-Gram Method, Question answering system on Education Acts using NLP Techniques, Lung and Pancreatic Tumor Characterization in the deep learning Era: Novel Supervised and Unsupervised Learning Approaches and Video-based Evidence Analysis and Extraction in Digital Forensic Investigation.

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The 34th issue of CLEAR Magazine is released. This issue comes with some new articles based on the trending topics like Abstractive Text Summarizer, PMCVec Distributed Phrase representation for Biomedical NLP, NL2pSQL: Generating Pseudo SQL Queries from Under-Specified Natural Language Questions, Resolving Gendered Ambiguous Pronouns with BERT, Improving Convolutional Neural Networks for text classification Recursive Data Pruning.

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CLEAR Magazine September 2020

The 33rd issue of CLEAR Magazine is released. This issue comes with some new articles based on the trending topics like A journey to discover Natural Language Processing, simNet:Stepwise Image Topic Merging Network for Generating Detailed and Comprehensive Image Captions,This Email Could Save Your Life: Smart Email Subject Generation,Subversive Toxicity Detection, Toxic Language Identification.

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NLP Webinar: Understanding NLP Beyond words- Jeena K K

 

Abstract of the Talk

With the advent of Deep Learning, Natural language Processing (NLP) is undergoing a revolutionary change. Every few months, if not weeks, a new DL model sets fresh benchmarks for existing NLP challenges and thereby creating more tougher ones. A fair share of this credit goes to the models' ability to represent the textual meaning at the phrasal, sentence, and even higher-levels beyond words. In this talk, we discuss the pros, cons, and intuition behind some popular deep learning models like Recurrent Neural networks (RNNs), Long Short Term Memory networks (LSTM), and Transformers. These models rely on compositional semantics, i.e., constructing complex meaning representations from the constituent word/token embedding (vectors). We hope to give a general overview of current DL trends in compositional semantics for natural language understanding. 

About the speaker

Ms. Jeena KK

Research Scholar

Dept. of CSE, NIT Calicut

Website: http://people.cse.nitc.ac.in/jeena 

Webinar Schedule

Date and Time: 17 Aug 2020, 2:30 PM

Meeting Link:    meet.google.com/cfx-jhxh-qut

CLEAR Magazine june 2020

The 32nd issue of CLEAR Magazine is released. This issue comes with some new articles based on the trending topics like Role of Technology and techies on Novel Corona Virus (COVID-19), Artificial Intelligence and Virtual Worlds-Toward Human-Level AI Agents,Rumor Detection on Twitter,Securing Data With Blockchain, Machine Learning a Simple Introduction.

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