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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CLEAR March 2020

The 31st issue of CLEAR Magazine is released. This issue comes with some new articles based on the trending topics like Content And Context Driven Modeling For Sarcasm Detection, Sentiment Analysis of E-commerce Market Using Random Forest Algorithm, Inducing a Lexicon of Sociolinguistic Variables From Code-Mixed Text, Malware Classification Using Probability Scoring and Machine Learning etc.

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CLEAR Magazine December 2019 Edition Published

This is the Thirtieth issue of CLEAR Magazine. This issue contains articles on the following topics "Big Data Analytics, Machine Learning in Next-Generation Wireless Networks" , " A Wearable Sensor for Arterial Stiffness Monitoring Based on Machine Learning Algorithms" , "A Feature Extraction Method of Hybrid Gram for Malicious Behavior Based on Machine Learning" , "Wordnet-Based Criminal Networks Mining for Cybercrime InvestigationBased on Machine Learning" and "Comparison Study of Phishing Detection Based On Machine Learning From URL". The next issue will be in March 2020.
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