Evgeny A. Stepanov

According to our database, Evgeny A. Stepanov authored at least 40 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Extreme Multi-label Query Classification for E-commerce.

Giuseppe Di Fabbrizio, Evgeny A. Stepanov, Filippo Tessaro

Proceedings of the ACM SIGIR Workshop on eCommerce 2024 co-located with the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), 2024

Scalable Query Understanding for E-commerce: An Ensemble Architecture with Graph-based Optimization.

Giuseppe Di Fabbrizio, Evgeny A. Stepanov, Ludovico Frizziero, Filippo Tessaro

Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), 2024

2019

Automatic classification of speech overlaps: Feature representation and algorithms.

Shammur Absar Chowdhury, Evgeny A. Stepanov, Morena Danieli, Giuseppe Riccardi

Comput. Speech Lang., 2019

Affective Behaviour Analysis of On-line User Interactions: Are On-line Support Groups More Therapeutic than Twitter?

Giuliano Tortoreto, Evgeny A. Stepanov, Alessandra Cervone, Mateusz Dubiel, Giuseppe Riccardi

Proceedings of the Fourth Social Media Mining for Health Application Workshop & Shared Task, 2019

Active Annotation: Bootstrapping Annotation Lexicon and Guidelines for Supervised NLU Learning.

Federico Marinelli, Alessandra Cervone, Giuliano Tortoreto, Evgeny A. Stepanov, Giuseppe Di Fabbrizio, Giuseppe Riccardi

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

Cross-language transfer of semantic annotation via targeted crowdsourcing: task design and evaluation.

Evgeny A. Stepanov, Shammur Absar Chowdhury, Ali Orkan Bayer, Arindam Ghosh, Ioannis Klasinas, Marcos Calvo, Emilio Sanchis, Giuseppe Riccardi

Lang. Resour. Evaluation, 2018

Coherence Models for Dialogue.

Alessandra Cervone, Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Depression Severity Estimation from Multiple Modalities.

Evgeny A. Stepanov, Stéphane Lathuilière, Shammur Absar Chowdhury, Arindam Ghosh, Radu-Laurentiu Vieriu, Nicu Sebe, Giuseppe Riccardi

Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018

HEAL: A Health Analytics Intelligent Agent Platform for the acquisition and analysis of physiological signals.

Arindam Ghosh, Evgeny A. Stepanov, Juan Manuel Mayor Torres, Morena Danieli, Giuseppe Riccardi

Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018

Enhanced Error Decoding from Error-Related Potentials using Convolutional Neural Networks.

Juan Manuel Mayor Torres, Tessa Clarkson, Evgeny A. Stepanov, Christian C. Luhmann, Matthew D. Lerner, Giuseppe Riccardi

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents.

Stefano Mezza, Alessandra Cervone, Evgeny A. Stepanov, Giuliano Tortoreto, Giuseppe Riccardi

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Concept Tagging for Natural Language Understanding: Two Decadelong Algorithm Development.

Jacopo Gobbi, Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Automatically Predicting User Ratings for Conversational Systems.

Alessandra Cervone, Enrico Gambi, Giuliano Tortoreto, Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

2017

Enhanced face/audio emotion recognition: video and instance level classification using ConvNets and restricted Boltzmann Machines.

Juan Manuel Mayor Torres, Evgeny A. Stepanov

Proceedings of the International Conference on Web Intelligence, 2017

Towards End-to-End Spoken Dialogue Systems with Turn Embeddings.

Ali Orkan Bayer, Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Automatic Community Creation for Abstractive Spoken Conversations Summarization.

Karan Singla, Evgeny A. Stepanov, Ali Orkan Bayer, Giuseppe Carenini, Giuseppe Riccardi

Proceedings of the Workshop on New Frontiers in Summarization, 2017

Functions of Silences towards Information Flow in Spoken Conversation.

Shammur Absar Chowdhury, Evgeny A. Stepanov, Morena Danieli, Giuseppe Riccardi

Proceedings of the Workshop on Speech-Centric Natural Language Processing, 2017

Are you stressed? Detecting high stress from user diaries.

Arindam Ghosh, Evgeny A. Stepanov, Morena Danieli, Giuseppe Riccardi

Proceedings of the 8th IEEE International Conference on Cognitive Infocommunications, 2017

Irony Detection: from the Twittersphere to the News Space.

Alessandra Cervone, Evgeny A. Stepanov, Fabio Celli, Giuseppe Riccardi

Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), 2017

2016

Summarizing Behaviours: An Experiment on the Annotation of Call-Centre Conversations.

Morena Danieli, Balamurali A. R., Evgeny A. Stepanov, Benoît Favre, Frédéric Béchet, Giuseppe Riccardi

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Transfer of Corpus-Specific Dialogue Act Annotation to ISO Standard: Is it worth it?

Shammur Absar Chowdhury, Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Predicting User Satisfaction from Turn-Taking in Spoken Conversations.

Shammur Absar Chowdhury, Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Discourse connective detection in spoken conversations.

Giuseppe Riccardi, Evgeny A. Stepanov, Shammur Absar Chowdhury

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Heal-T: An efficient PPG-based heart-rate and IBI estimation method during physical exercise.

Juan Manuel Mayor Torres, Arindam Ghosh, Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of the 24th European Signal Processing Conference, 2016

UniTN End-to-End Discourse Parser for CoNLL 2016 Shared Task.

Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning: Shared Task, 2016

Do We Really Need All Those Rich Linguistic Features? A Neural Network-Based Approach to Implicit Sense Labeling.

Niko Schenk, Christian Chiarcos, Kathrin Donandt, Samuel Rönnqvist, Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning: Shared Task, 2016

Predicting Brexit: Classifying Agreement is Better than Sentiment and Pollsters.

Fabio Celli, Evgeny A. Stepanov, Massimo Poesio, Giuseppe Riccardi

Proceedings of the Workshop on Computational Modeling of People's Opinions, 2016

The Social Mood of News: Self-reported Annotations to Design Automatic Mood Detection Systems.

Firoj Alam, Fabio Celli, Evgeny A. Stepanov, Arindam Ghosh, Giuseppe Riccardi

Proceedings of the Workshop on Computational Modeling of People's Opinions, 2016

2015

Call Centre Conversation Summarization: A Pilot Task at Multiling 2015.

Benoît Favre, Evgeny A. Stepanov, Jérémy Trione, Frédéric Béchet, Giuseppe Riccardi

Proceedings of the SIGDIAL 2015 Conference, 2015

Selection and aggregation techniques for crowdsourced semantic annotation task.

Shammur Absar Chowdhury, Marcos Calvo, Arindam Ghosh, Evgeny A. Stepanov, Ali Orkan Bayer, Giuseppe Riccardi, Fernando García, Emilio Sanchis Arnal

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

The UniTN Discourse Parser in CoNLL 2015 Shared Task: Token-level Sequence Labeling with Argument-specific Models.

Evgeny A. Stepanov, Giuseppe Riccardi, Ali Orkan Bayer

Proceedings of the 19th Conference on Computational Natural Language Learning: Shared Task, 2015

2014

Cross-Domain and Cross-Language Porting of Shallow Parsing.

Evgeny A. Stepanov

PhD thesis, 2014

The Development of the Multilingual LUNA Corpus for Spoken Language System Porting.

Evgeny A. Stepanov, Giuseppe Riccardi, Ali Orkan Bayer

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Cross-language transfer of semantic annotation via targeted crowdsourcing.

Shammur Absar Chowdhury, Arindam Ghosh, Evgeny A. Stepanov, Ali Orkan Bayer, Giuseppe Riccardi, Ioannis Klasinas

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Towards Cross-Domain PDTB-Style Discourse Parsing.

Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis, 2014

2013

Comparative Evaluation of Argument Extraction Algorithms in Discourse Relation Parsing.

Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of The 13th International Conference on Parsing Technologies, 2013

Language style and domain adaptation for cross-language SLU porting.

Evgeny A. Stepanov, Ilya Kashkarev, Ali Orkan Bayer, Giuseppe Riccardi, Arindam Ghosh

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2011

Detecting General Opinions from Customer Surveys.

Evgeny A. Stepanov, Giuseppe Riccardi

Proceedings of the Data Mining Workshops (ICDMW), 2011

2010

Acoustic correlates of meaning structure in conversational speech.

Alexei V. Ivanov, Giuseppe Riccardi, Sucheta Ghosh, Sara Tonelli, Evgeny A. Stepanov

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

The LUNA Spoken Dialogue System: Beyond utterance classification.

Marco Dinarelli, Evgeny A. Stepanov, Sebastian Varges, Giuseppe Riccardi

Proceedings of the IEEE International Conference on Acoustics, 2010