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Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection

Apr 30, 2020
Momchil Hardalov, Ivan Koychev, Preslav Nakov


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A Context-Aware Approach for Detecting Check-Worthy Claims in Political Debates

Dec 14, 2019
Pepa Gencheva, Ivan Koychev, Lluís Màrquez, Alberto Barrón-Cedeño, Preslav Nakov

* RANLP-2017 
* Check-worthiness; Fact-Checking; Veracity; Neural Networks. arXiv admin note: substantial text overlap with arXiv:1908.01328 

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In Search of Credible News

Nov 19, 2019
Momchil Hardalov, Ivan Koychev, Preslav Nakov

* AIMSA-2016 
* Credibility, veracity, fact checking, humor detection 

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Predicting the Leading Political Ideology of YouTube Channels Using Acoustic, Textual, and Metadata Information

Oct 20, 2019
Yoan Dinkov, Ahmed Ali, Ivan Koychev, Preslav Nakov

* INTERSPEECH-2019 
* media bias, political ideology, Youtube channels, propaganda, disinformation, fake news 

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Detecting Deception in Political Debates Using Acoustic and Textual Features

Oct 04, 2019
Daniel Kopev, Ahmed Ali, Ivan Koychev, Preslav Nakov

* ASRU-2019 

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Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian

Sep 06, 2019
Momchil Hardalov, Ivan Koychev, Preslav Nakov

* Accepted at RANLP 2019 (13 pages, 2 figures, 6 tables) 

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Fact-Checking Meets Fauxtography: Verifying Claims About Images

Aug 30, 2019
Dimitrina Zlatkova, Preslav Nakov, Ivan Koychev

* EMNLP-2019 
* Claims about Images; Fauxtography; Fact-Checking; Veracity; Fake News 

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Detecting Toxicity in News Articles: Application to Bulgarian

Aug 26, 2019
Yoan Dinkov, Ivan Koychev, Preslav Nakov

* RANLP-2019 
* Fact-checking, source reliability, political ideology, news media, Bulgarian, RANLP-2019. arXiv admin note: text overlap with arXiv:1810.01765 

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Beyond English-only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian

Aug 05, 2019
Momchil Hardalov, Ivan Koychev, Preslav Nakov

* Accepted at RANLP 2019 (13 pages, 2 figures, 6 tables) 

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Recursive Style Breach Detection with Multifaceted Ensemble Learning

Jun 17, 2019
Daniel Kopev, Dimitrina Zlatkova, Kristiyan Mitov, Atanas Atanasov, Momchil Hardalov, Ivan Koychev, Preslav Nakov

* Accepted as regular paper at AIMSA 2018 

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Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots

Feb 26, 2019
Momchil Hardalov, Ivan Koychev, Preslav Nakov

* Information 2019, 10, 82 
* 13 pages, 1 figure, 4 tables 

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Towards Automated Customer Support

Sep 02, 2018
Momchil Hardalov, Ivan Koychev, Preslav Nakov

* Accepted as regular paper at AIMSA 2018 

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We Built a Fake News & Click-bait Filter: What Happened Next Will Blow Your Mind!

Mar 10, 2018
Georgi Karadzhov, Pepa Gencheva, Preslav Nakov, Ivan Koychev

* RANLP'2017, 7 pages, 1 figure 

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Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics

Oct 02, 2017
Martin Boyanov, Ivan Koychev, Preslav Nakov, Alessandro Moschitti, Giovanni Da San Martino

* RANLP-2017 

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Fully Automated Fact Checking Using External Sources

Oct 01, 2017
Georgi Karadzhov, Preslav Nakov, Lluis Marquez, Alberto Barron-Cedeno, Ivan Koychev

* RANLP-2017 

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The Case for Being Average: A Mediocrity Approach to Style Masking and Author Obfuscation

Jul 28, 2017
Georgi Karadjov, Tsvetomila Mihaylova, Yasen Kiprov, Georgi Georgiev, Ivan Koychev, Preslav Nakov

* Best of the Labs Track at CLEF-2017 

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Large-Scale Goodness Polarity Lexicons for Community Question Answering

Jul 20, 2017
Todor Mihaylov, Daniel Belchev, Yasen Kiprov, Ivan Koychev, Preslav Nakov

* SIGIR '17, August 07-11, 2017, Shinjuku, Tokyo, Japan; Community Question Answering; Goodness polarity lexicons; Sentiment Analysis 

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