On the effectiveness of parameter reoptimization in multipulse based coders. - Marco Fratti; Gian Antonio Mian; Giuseppe Riccardi (ICASSP, 1992)

An approach to parameter reoptimization in multipulse-based coders. - Marco Fratti; Gian Antonio Mian; Giuseppe Riccardi (IEEE Trans. Speech Audio Process., 1993)

A localization property of line spectrum frequencies. - Gian Antonio Mian; Giuseppe Riccardi (IEEE Trans. Speech Audio Process., 1994)

Non-deterministic stochastic language models for speech recognition. - Giuseppe Riccardi; Enrico Bocchieri; Roberto Pieraccini (ICASSP, 1995)

State tying of triphone HMM's for the 1994 AT&t ARPA ATIS recognizer. - Enrico Bocchieri; Giuseppe Riccardi (EUROSPEECH, 1995)

Stochastic automata for language modeling. - Giuseppe Riccardi; Roberto Pieraccini; Enrico Bocchieri (Comput. Speech Lang., 1996)

A spoken language system for automated call routing. - Giuseppe Riccardi; Allen L. Gorin; Andrej Ljolje; Michael Riley 001 (ICASSP, 1997)

Automatic acquisition of salient grammar fragments for call-type classification. - Jeremy H. Wright; Allen L. Gorin; Giuseppe Riccardi (EUROSPEECH, 1997)

How may I help you? - Allen L. Gorin; Giuseppe Riccardi; Jeremy H. Wright (Speech Commun., 1997)

Automatic Acquisition of Phrase Grammars for Stochastic Language Modeling. - Giuseppe Riccardi; Srinivas Bangalore (VLC@COLING/ACL, 1998)

Stochastic language models for speech recognition and understanding. - Giuseppe Riccardi; Allen L. Gorin (ICSLP, 1998)

Language model adaptation for spoken language systems. - Giuseppe Riccardi; Alexandros Potamianos; Shrikanth S. Narayanan (ICSLP, 1998)

Spoken language variation over time and state in a natural spoken dialog system. - Allen L. Gorin; Giuseppe Riccardi (ICASSP, 1999)

Modeling disfluency and background events in ASR for a natural language understanding task. - Richard C. Rose; Giuseppe Riccardi (ICASSP, 1999)

Prosody recognition from speech utterances using acoustic and linguistic based models of prosodic events. - Alistair Conkie; Giuseppe Riccardi; Richard C. Rose (EUROSPEECH, 1999)

Categorical understanding using statistical ngram models. - Alexandros Potamianos; Giuseppe Riccardi; Shrikanth S. Narayanan (EUROSPEECH, 1999)

Automatic speech recognition using acoustic confidence conditioned language models. - Richard C. Rose; Giuseppe Riccardi (EUROSPEECH, 1999)

Grammar Fragment acquisition using syntactic and semantic clustering. - Kazuhiro Arai; Jeremy H. Wright; Giuseppe Riccardi; Allen L. Gorin (Speech Commun., 1999)

Finite-state models for lexical reordering in spoken language translation. - Srinivas Bangalore; Giuseppe Riccardi (INTERSPEECH, 2000)

Detecting acoustic morphemes in lattices for spoken language understanding. - Dijana Petrovska-Delacrétaz; Allen L. Gorin; Jerry H. Wright; Giuseppe Riccardi (INTERSPEECH, 2000)

A spoken dialogue system for conference/workshop services. - Mazin G. Rahim; Roberto Pieraccini; Wieland Eckert; Esther Levin; Giuseppe Di Fabbrizio; Giuseppe Riccardi; Candace A. Kamm; Shrikanth S. Narayanan (INTERSPEECH, 2000)

On-line learning of acoustic and lexical units for domain-independent ASR. - Giuseppe Riccardi (INTERSPEECH, 2000)

Stochastic language adaptation over time and state in natural spoken dialog systems. - Giuseppe Riccardi; Allen L. Gorin (IEEE Trans. Speech Audio Process., 2000)

On-line learning of language models with word error probability distributions. - Roberto Gretter; Giuseppe Riccardi (ICASSP, 2001)

A Finite-State Approach to Machine Translation. - Srinivas Bangalore; Giuseppe Riccardi (NAACL, 2001)

Robust numeric recognition in spoken language dialogue. - Mazin G. Rahim; Giuseppe Riccardi; Lawrence K. Saul; Jeremy H. Wright; Bruce Buntschuh; Allen L. Gorin (Speech Commun., 2001)

Integration of utterance verification with statistical language modeling and spoken language understanding. - Richard C. Rose; H. Yao; Giuseppe Riccardi; Jeremy H. Wright (Speech Commun., 2001)

Bootstrapping Bilingual Data using Consensus Translation for a Multilingual Instant Messaging System. - Srinivas Bangalore; Vanessa Murdock 001; Giuseppe Riccardi (COLING, 2002)

Active learning for automatic speech recognition. - Dilek Hakkani-Tür; Giuseppe Riccardi; Allen L. Gorin (ICASSP, 2002)

Combining prior knowledge and boosting for call classification in spoken language dialogue. - Marie Rochery; Robert E. Schapire; Mazin G. Rahim; Narendra K. Gupta; Giuseppe Riccardi; Srinivas Bangalore; Hiyan Alshawi; Shona Douglas (ICASSP, 2002)

AT&t help desk. - Giuseppe Di Fabbrizio; Dawn Dutton; Narendra K. Gupta; Barbara Hollister; Mazin G. Rahim; Giuseppe Riccardi; Robert E. Schapire; Juergen Schroeter (INTERSPEECH, 2002)

Acoustic and word lattice based algorithms for confidence scores. - Daniele Falavigna; Roberto Gretter; Giuseppe Riccardi (INTERSPEECH, 2002)

Improving spoken language understanding using word confusion networks. - Gökhan Tür; Jerry H. Wright; Allen L. Gorin; Giuseppe Riccardi; Dilek Hakkani-Tür (INTERSPEECH, 2002)

Automated Natural Spoken Dialog. - Allen L. Gorin; Alicia Abella; Tirso Alonso; Giuseppe Riccardi; Jeremy H. Wright (Computer, 2002)

Stochastic Finite-State Models for Spoken Language Machine Translation. - Srinivas Bangalore; Giuseppe Riccardi (Mach. Transl., 2002)

A general algorithm for word graph matrix decomposition. - Dilek Hakkani-Tür; Giuseppe Riccardi (ICASSP (1), 2003)

Multi-channel sentence classification for spoken dialogue language modeling. - Frédéric Béchet; Giuseppe Riccardi; Dilek Z. Hakkani-Tür (INTERSPEECH, 2003)

Active and unsupervised learning for automatic speech recognition. - Giuseppe Riccardi; Dilek Hakkani-Tür (INTERSPEECH, 2003)

Mining Spoken Dialogue Corpora for System Evaluation and Modelin. - Frédéric Béchet; Giuseppe Riccardi; Dilek Hakkani-Tür (EMNLP, 2004)

Unsupervised and active learning in automatic speech recognition for call classification. - Dilek Hakkani-Tür; Gökhan Tür; Mazin G. Rahim; Giuseppe Riccardi (ICASSP (1), 2004)

Extending boosting for call classification using word confusion networks. - Gökhan Tür; Dilek Hakkani-Tür; Giuseppe Riccardi (ICASSP (1), 2004)

The AT&T WATSON Speech Recognizer. - Vincent Goffin; Cyril Allauzen; Enrico Bocchieri; Dilek Hakkani-Tür; Andrej Ljolje; Sarangarajan Parthasarathy; Mazin G. Rahim; Giuseppe Riccardi; Murat Saraçlar (ICASSP (1), 2005)

Error Prediction in Spoken Dialog: From Signal-to-Noise Ratio to Semantic Confidence Scores. - Dilek Hakkani-Tür; Gökhan Tür; Giuseppe Riccardi; Hong Kook Kim (ICASSP (1), 2005)

Using context to improve emotion detection in spoken dialog systems. - Jackson Liscombe; Giuseppe Riccardi; Dilek Hakkani-Tür (INTERSPEECH, 2005)

Grounding Emotions in Human-Machine Conversational Systems. - Giuseppe Riccardi; Dilek Hakkani-Tür (INTETAIN, 2005)

Adaptive categorical understanding for spoken dialogue systems. - Alexandros Potamianos; Shrikanth S. Narayanan; Giuseppe Riccardi (IEEE Trans. Speech Audio Process., 2005)

Active learning: theory and applications to automatic speech recognition. - Giuseppe Riccardi; Dilek Hakkani-Tür (IEEE Trans. Speech Audio Process., 2005)

Natural language watermarking: Challenges in building a practical system. - Mercan Topkara; Giuseppe Riccardi; Dilek Hakkani-Tür; Mikhail J. Atallah (Security, Steganography, and Watermarking of Multimedia Contents, 2006)

Beyond ASR 1-best: Using word confusion networks in spoken language understanding. - Dilek Hakkani-Tür; Frédéric Béchet; Giuseppe Riccardi; Gökhan Tür (Comput. Speech Lang., 2006)

The AT&T spoken language understanding system. - Narendra K. Gupta; Gökhan Tür; Dilek Hakkani-Tür; Srinivas Bangalore; Giuseppe Riccardi; Mazin Gilbert (IEEE Trans. Speech Audio Process., 2006)

An active approach to spoken language processing. - Dilek Hakkani-Tür; Giuseppe Riccardi; Gökhan Tür (ACM Trans. Speech Lang. Process., 2006)

Standoff Coordination for Multi-Tool Annotation in a Dialogue Corpus. - Kepa Joseba Rodríguez; Stefanie Dipper; Michael Götze; Massimo Poesio; Giuseppe Riccardi; Christian Raymond; Joanna Rabiega-Wisniewska (LAW@ACL, 2007)

Spoken language understanding with kernels for syntactic/semantic structures. - Alessandro Moschitti; Giuseppe Riccardi; Christian Raymond (ASRU, 2007)

A data-centric architecture for data-driven spoken dialog systems. - Sebastian Varges; Giuseppe Riccardi (ASRU, 2007)

Generative and discriminative algorithms for spoken language understanding. - Christian Raymond; Giuseppe Riccardi (INTERSPEECH, 2007)

Active Annotation in the LUNA Italian Corpus of Spontaneous Dialogues. - Christian Raymond; Kepa Joseba Rodríguez; Giuseppe Riccardi (LREC, 2008)

Persistent Information State in a Data-Centric Architecture. - Sebastian Varges; Giuseppe Riccardi; Silvia Quarteroni (SIGDIAL Workshop, 2008)

Semantic annotations for conversational speech: From speech transcriptions to predicate argument structures. - Arianna Bisazza; Marco Dinarelli; Silvia Quarteroni; Sara Tonelli; Alessandro Moschitti; Giuseppe Riccardi (SLT, 2008)

Automatic framenet-based annotation of conversational speech. - Bonaventura Coppola; Alessandro Moschitti; Sara Tonelli; Giuseppe Riccardi (SLT, 2008)

Joint generative and discriminative models for spoken language understanding. - Marco Dinarelli; Alessandro Moschitti; Giuseppe Riccardi (SLT, 2008)

Spoken language understanding. - Renato De Mori; Frédéric Béchet; Dilek Hakkani-Tür; Michael F. McTear; Giuseppe Riccardi; Gökhan Tür (IEEE Signal Process. Mag., 2008)

Combining POMDPs trained with User Simulations and Rule-based Dialogue Management in a Spoken Dialogue System. - Sebastian Varges; Silvia Quarteroni; Giuseppe Riccardi; Alexei V. Ivanov; Pierluigi Roberti (ACL/IJCNLP (Software Demonstrations), 2009)

Ontology-based grounding of Spoken Language Understanding. - Silvia Quarteroni; Marco Dinarelli; Giuseppe Riccardi (ASRU, 2009)

The exploration/exploitation trade-off in Reinforcement Learning for dialogue management. - Sebastian Varges; Giuseppe Riccardi; Silvia Quarteroni; Alexei V. Ivanov (ASRU, 2009)

Can machines call people?: user experience while answering telephone calls initiated by machine. - Adam J. Sporka; Jakub Franc; Giuseppe Riccardi (CHI Extended Abstracts, 2009)

Re-Ranking Models for Spoken Language Understanding. - Marco Dinarelli; Alessandro Moschitti; Giuseppe Riccardi (EACL, 2009)

Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding. - Marco Dinarelli; Alessandro Moschitti; Giuseppe Riccardi (EMNLP, 2009)

Convolution Kernels on Constituent, Dependency and Sequential Structures for Relation Extraction. - Truc-Vien T. Nguyen; Alessandro Moschitti; Giuseppe Riccardi (EMNLP, 2009)

Concept segmentation and labeling for conversational speech. - Marco Dinarelli; Alessandro Moschitti; Giuseppe Riccardi (INTERSPEECH, 2009)

A statistical dialog manager for the LUNA project. - David Griol; Giuseppe Riccardi; Emilio Sanchis (INTERSPEECH, 2009)

Learning the structure of human-computer and human-human dialogs. - David Griol; Giuseppe Riccardi; Emilio Sanchis (INTERSPEECH, 2009)

What's in an ontology for spoken language understanding. - Silvia Quarteroni; Giuseppe Riccardi; Marco Dinarelli (INTERSPEECH, 2009)

Shallow Semantic Parsing for Spoken Language Understanding. - Bonaventura Coppola; Alessandro Moschitti; Giuseppe Riccardi (HLT-NAACL (Short Papers), 2009)

Leveraging POMDPs Trained with User Simulations and Rule-based Dialogue Management in a Spoken Dialogue System. - Sebastian Varges; Silvia Quarteroni; Giuseppe Riccardi; Alexei V. Ivanov; Pierluigi Roberti (SIGDIAL Conference, 2009)

Kernel-based Reranking for Named-Entity Extraction. - Truc-Vien T. Nguyen; Alessandro Moschitti; Giuseppe Riccardi (COLING (Posters), 2010)

The LUNA Spoken Dialogue System: Beyond utterance classification. - Marco Dinarelli; Evgeny A. Stepanov; Sebastian Varges; Giuseppe Riccardi (ICASSP, 2010)

Automatic turn segmentation in spoken conversations. - Alexei V. Ivanov; Giuseppe Riccardi (INTERSPEECH, 2010)

Acoustic correlates of meaning structure in conversational speech. - Alexei V. Ivanov; Giuseppe Riccardi; Sucheta Ghosh; Sara Tonelli; Evgeny A. Stepanov (INTERSPEECH, 2010)

Combining user intention and error modeling for statistical dialog simulators. - Silvia Quarteroni; Meritxell González; Giuseppe Riccardi; Sebastian Varges (INTERSPEECH, 2010)

Classifying dialog acts in human-human and human-machine spoken conversations. - Silvia Quarteroni; Giuseppe Riccardi (INTERSPEECH, 2010)

Annotation of Discourse Relations for Conversational Spoken Dialogs. - Sara Tonelli; Giuseppe Riccardi; Rashmi Prasad; Aravind K. Joshi (LREC, 2010)

Cooperative User Models in Statistical Dialog Simulators. - Meritxell González; Silvia Quarteroni; Giuseppe Riccardi; Sebastian Varges (SIGDIAL Conference, 2010)

Investigating Clarification Strategies in a Hybrid POMDP Dialog Manager. - Sebastian Varges; Silvia Quarteroni; Giuseppe Riccardi; Alexei V. Ivanov (SIGDIAL Conference, 2010)

Hypotheses selection for re-ranking semantic annotations. - Marco Dinarelli; Alessandro Moschitti; Giuseppe Riccardi (SLT, 2010)

Tell me your needs: assistance for public transport users. - Bernd Ludwig; Martin Hacker; Richard Schaller; Björn Zenker; Alexei V. Ivanov; Giuseppe Riccardi (EICS, 2011)

Using Syntactic and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy! - Alessandro Moschitti; Jennifer Chu-Carroll; Siddharth Patwardhan; James Fan; Giuseppe Riccardi (EMNLP, 2011)

Simultaneous dialog act segmentation and classification from human-human spoken conversations. - Silvia Quarteroni; Alexei V. Ivanov; Giuseppe Riccardi (ICASSP, 2011)

POMDP concept policies and task structures for hybrid dialog management. - Sebastian Varges; Giuseppe Riccardi; Silvia Quarteroni; Alexei V. Ivanov (ICASSP, 2011)

Detecting General Opinions from Customer Surveys. - Evgeny A. Stepanov; Giuseppe Riccardi (ICDM Workshops, 2011)

Shallow Discourse Parsing with Conditional Random Fields. - Sucheta Ghosh; Richard Johansson; Giuseppe Riccardi; Sara Tonelli (IJCNLP, 2011)

Collecting Life Logs for Experience-Based Corpora. - Fabiano Francesconi; Arindam Ghosh 004; Giuseppe Riccardi; Marco Ronchetti; Alex Vagin (INTERSPEECH, 2011)

Recognition of Personality Traits from Human Spoken Conversations. - Alexei V. Ivanov; Giuseppe Riccardi; Adam J. Sporka; Jakub Franc (INTERSPEECH, 2011)

End-to-End Discourse Parser Evaluation. - Sucheta Ghosh; Sara Tonelli; Giuseppe Riccardi; Richard Johansson (ICSC, 2011)

Comparing Stochastic Approaches to Spoken Language Understanding in Multiple Languages. - Stefan Hahn; Marco Dinarelli; Christian Raymond; Fabrice Lefèvre; Patrick Lehnen; Renato de Mori; Alessandro Moschitti; Hermann Ney; Giuseppe Riccardi (IEEE Trans. Speech Audio Process., 2011)

Kolmogorov-Smirnov test for feature selection in emotion recognition from speech. - Alexei V. Ivanov; Giuseppe Riccardi (ICASSP, 2012)

Improving the Recall of a Discourse Parser by Constraint-based Postprocessing. - Sucheta Ghosh; Richard Johansson; Giuseppe Riccardi; Sara Tonelli (LREC, 2012)

Up from Limited Dialog Systems! - Giuseppe Riccardi; Philipp Cimiano; Alexandros Potamianos; Christina Unger (SDCTD@NAACL-HLT, 2012)

Global Features for Shallow Discourse Parsing. - Sucheta Ghosh; Giuseppe Riccardi; Richard Johansson (SIGDIAL Conference, 2012)

Joint language models for automatic speech recognition and understanding. - Ali Orkan Bayer; Giuseppe Riccardi (SLT, 2012)

Combining multiple translation systems for Spoken Language Understanding portability. - Fernando García 001; Lluís F. Hurtado; Encarna Segarra; Emilio Sanchis; Giuseppe Riccardi (SLT, 2012)

Discriminative Reranking for Spoken Language Understanding. - Marco Dinarelli; Alessandro Moschitti; Giuseppe Riccardi (IEEE Trans. Speech Audio Process., 2012)

On-line adaptation of semantic models for spoken language understanding. - Ali Orkan Bayer; Giuseppe Riccardi (ASRU, 2013)

Language style and domain adaptation for cross-language SLU porting. - Evgeny A. Stepanov; Ilya Kashkarev; Ali Orkan Bayer; Giuseppe Riccardi; Arindam Ghosh 004 (ASRU, 2013)

Comparative study of speaker personality traits recognition in conversational and broadcast news speech. - Firoj Alam; Giuseppe Riccardi (INTERSPEECH, 2013)

Instance-based on-line language model adaptation. - Ali Orkan Bayer; Giuseppe Riccardi (INTERSPEECH, 2013)

Motivational feedback in crowdsourcing: a case study in speech transcription. - Giuseppe Riccardi; Arindam Ghosh 004; S. A. Chowdhury 001; Ali Orkan Bayer (INTERSPEECH, 2013)

Comparative Evaluation of Argument Extraction Algorithms in Discourse Relation Parsing. - Evgeny A. Stepanov; Giuseppe Riccardi (IWPT, 2013)

Towards Cross-Domain PDTB-Style Discourse Parsing. - Evgeny A. Stepanov; Giuseppe Riccardi (Louhi@EACL, 2014)

Fusion of acoustic, linguistic and psycholinguistic features for Speaker Personality Traits recognition. - Firoj Alam; Giuseppe Riccardi (ICASSP, 2014)

Towards healthcare personal agents. - Giuseppe Riccardi (RFMIR@ICMI, 2014)

Cross-language transfer of semantic annotation via targeted crowdsourcing. - Shammur Absar Chowdhury; Arindam Ghosh 004; Evgeny A. Stepanov; Ali Orkan Bayer; Giuseppe Riccardi; Ioannis Klasinas (INTERSPEECH, 2014)

Unsupervised recognition and clustering of speech overlaps in spoken conversations. - Shammur Absar Chowdhury; Giuseppe Riccardi; Firoj Alam (SLAM@INTERSPEECH, 2014)

The Development of the Multilingual LUNA Corpus for Spoken Language System Porting. - Evgeny A. Stepanov; Giuseppe Riccardi; Ali Orkan Bayer (LREC, 2014)

Predicting Personality Traits using Multimodal Information. - Firoj Alam; Giuseppe Riccardi (WCPR@MM, 2014)

The Workshop on Computational Personality Recognition 2014. - Fabio Celli; Bruno Lepri; Joan-Isaac Biel; Daniel Gatica-Perez; Giuseppe Riccardi; Fabio Pianesi (ACM Multimedia, 2014)

Recognizing Human Activities from Smartphone Sensor Signals. - Arindam Ghosh 004; Giuseppe Riccardi (ACM Multimedia, 2014)

Semantic language models for Automatic Speech Recognition. - Ali Orkan Bayer; Giuseppe Riccardi (SLT, 2014)

A domain-independent statistical methodology for dialog management in spoken dialog systems. - David Griol; Zoraida Callejas; Ramón López-Cózar; Giuseppe Riccardi (Comput. Speech Lang., 2014)

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 (CoNLL Shared Task, 2015)

Annotation and prediction of stress and workload from physiological and inertial signals. - Arindam Ghosh 004; Morena Danieli; Giuseppe Riccardi (EMBC, 2015)

Detection of essential hypertension with physiological signals from wearable devices. - Arindam Ghosh 004; Juan Manuel Mayor Torres; Morena Danieli; Giuseppe Riccardi (EMBC, 2015)

The SENSEI Project: Making Sense of Human Conversations. - Giuseppe Riccardi; Frédéric Béchet; Morena Danieli; Benoît Favre; Robert J. Gaizauskas; Udo Kruschwitz; Massimo Poesio (FETLT, 2015)

Predicting students' final exam scores from their course activities. - Michael Mogessie Ashenafi; Giuseppe Riccardi; Marco Ronchetti (FIE, 2015)

Annotating and categorizing competition in overlap speech. - Shammur Absar Chowdhury; Morena Danieli; Giuseppe Riccardi (ICASSP, 2015)

Emotion Unfolding and Affective Scenes: A Case Study in Spoken Conversations. - Morena Danieli; Giuseppe Riccardi; Firoj Alam (ERM4CT@ICMI, 2015)

Deep semantic encodings for language modeling. - Ali Orkan Bayer; Giuseppe Riccardi (INTERSPEECH, 2015)

Selection and aggregation techniques for crowdsourced semantic annotation task. - Shammur Absar Chowdhury; Marcos Calvo; Arindam Ghosh 004; Evgeny A. Stepanov; Ali Orkan Bayer; Giuseppe Riccardi; Fernando García 001; Emilio Sanchis Arnal (INTERSPEECH, 2015)

The role of speakers and context in classifying competition in overlapping speech. - Shammur Absar Chowdhury; Morena Danieli; Giuseppe Riccardi (INTERSPEECH, 2015)

Call Centre Conversation Summarization: A Pilot Task at Multiling 2015. - Benoît Favre; Evgeny A. Stepanov; Jérémy Trione; Frédéric Béchet; Giuseppe Riccardi (SIGDIAL Conference, 2015)

Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human-Human and Human-Machine Interactions. - Alessandro Vinciarelli; Anna Esposito; Elisabeth André; Francesca Bonin; Mohamed Chetouani; Jeffrey F. Cohn; Marco Cristani; Ferdinand Fuhrmann; Emer Gilmartin; Zakia Hammal; Dirk Heylen; Rene Kaiser; et al. (Cogn. Comput., 2015)

Can we detect speakers' empathy?: A real-life case study. - Firoj Alam; Morena Danieli; Giuseppe Riccardi (CogInfoCom, 2016)

How Interlocutors Coordinate with each other within Emotional Segments? - Firoj Alam; Shammur Absar Chowdhury; Morena Danieli; Giuseppe Riccardi (COLING, 2016)

The Social Mood of News: Self-reported Annotations to Design Automatic Mood Detection Systems. - Firoj Alam; Fabio Celli; Evgeny A. Stepanov; Arindam Ghosh 004; Giuseppe Riccardi (PEOPLES@COLING, 2016)

Predicting Brexit: Classifying Agreement is Better than Sentiment and Pollsters. - Fabio Celli; Evgeny A. Stepanov; Massimo Poesio; Giuseppe Riccardi (PEOPLES@COLING, 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 (CoNLL Shared Task, 2016)

UniTN End-to-End Discourse Parser for CoNLL 2016 Shared Task. - Evgeny A. Stepanov; Giuseppe Riccardi (CoNLL Shared Task, 2016)

Predicting Student Progress from Peer-Assessment Data. - Michael Mogessie Ashenafi; Marco Ronchetti; Giuseppe Riccardi (EDM, 2016)

Heal-T: An efficient PPG-based heart-rate and IBI estimation method during physical exercise. - Juan Manuel Mayor Torres; Arindam Ghosh 004; Evgeny A. Stepanov; Giuseppe Riccardi (EUSIPCO, 2016)

Discourse connective detection in spoken conversations. - Giuseppe Riccardi; Evgeny A. Stepanov; Shammur Absar Chowdhury (ICASSP, 2016)

Exploring the Role of Online Peer-Assessment as a Tool of Early Intervention. - Michael Mogessie Ashenafi; Marco Ronchetti; Giuseppe Riccardi (SETE@ICWL, 2016)

Predicting User Satisfaction from Turn-Taking in Spoken Conversations. - Shammur Absar Chowdhury; Evgeny A. Stepanov; Giuseppe Riccardi (INTERSPEECH, 2016)

Multilevel Annotation of Agreement and Disagreement in Italian News Blogs. - Fabio Celli; Giuseppe Riccardi; Firoj Alam (LREC, 2016)

Transfer of Corpus-Specific Dialogue Act Annotation to ISO Standard: Is it worth it? - Shammur Absar Chowdhury; Evgeny A. Stepanov; Giuseppe Riccardi (LREC, 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 (LREC, 2016)

Semantic language models with deep neural networks. - Ali Orkan Bayer; Giuseppe Riccardi (Comput. Speech Lang., 2016)

In the mood for sharing contents: Emotions, personality and interaction styles in the diffusion of news. - Fabio Celli; Arindam Ghosh 004; Firoj Alam; Giuseppe Riccardi (Inf. Process. Manag., 2016)

Irony Detection: from the Twittersphere to the News Space. - Alessandra Cervone; Evgeny A. Stepanov; Fabio Celli; Giuseppe Riccardi (CLiC-it, 2017)

Are you stressed? Detecting high stress from user diaries. - Arindam Ghosh 004; Evgeny A. Stepanov; Morena Danieli; Giuseppe Riccardi (CogInfoCom, 2017)

Functions of Silences towards Information Flow in Spoken Conversation. - Shammur Absar Chowdhury; Evgeny A. Stepanov; Morena Danieli; Giuseppe Riccardi (SCNLP@EMNLP 2017, 2017)

Automatic Community Creation for Abstractive Spoken Conversations Summarization. - Karan Singla; Evgeny A. Stepanov; Ali Orkan Bayer; Giuseppe Carenini; Giuseppe Riccardi (NFiS@EMNLP, 2017)

A Deep Learning approach to modeling competitiveness in spoken conversations. - Shammur Absar Chowdhury; Giuseppe Riccardi (ICASSP, 2017)

A cross-modal adaptation approach for brain decoding. - Pouya Ghaemmaghami; Moin Nabi; Yan Yan 002; Giuseppe Riccardi; Nicu Sebe (ICASSP, 2017)

Towards End-to-End Spoken Dialogue Systems with Turn Embeddings. - Ali Orkan Bayer; Evgeny A. Stepanov; Giuseppe Riccardi (INTERSPEECH, 2017)

Automatically Predicting User Ratings for Conversational Systems. - Alessandra Cervone; Enrico Gambi; Giuliano Tortoreto; Evgeny A. Stepanov; Giuseppe Riccardi (CLiC-it, 2018)

Concept Tagging for Natural Language Understanding: Two Decadelong Algorithm Development. - Jacopo Gobbi; Evgeny A. Stepanov; Giuseppe Riccardi (CLiC-it, 2018)

Development of an Interactive Dashboard to Analyze Cognitive Workload of Surgical Teams During Complex Procedural Care. - Roger D. Dias; Heather M. Conboy; Jennifer M. Gabany; Lori A. Clarke; Leon J. Osterweil; George S. Avrunin; David Arney; Julian M. Goldman; Giuseppe Riccardi; Steven J. Yule; Marco A. Zenati (CogSIMA, 2018)

ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents. - Stefano Mezza; Alessandra Cervone; Evgeny A. Stepanov; Giuliano Tortoreto; Giuseppe Riccardi (COLING, 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 (EMBC, 2018)

HEAL: A Health Analytics Intelligent Agent Platform for the acquisition and analysis of physiological signals. - Arindam Ghosh 004; Evgeny A. Stepanov; Juan Manuel Mayor Torres; Morena Danieli; Giuseppe Riccardi (HealthCom, 2018)

Depression Severity Estimation from Multiple Modalities. - Evgeny A. Stepanov; Stéphane Lathuilière; Shammur Absar Chowdhury; Arindam Ghosh 004; Radu-Laurentiu Vieriu; Nicu Sebe; Giuseppe Riccardi (HealthCom, 2018)

Coherence Models for Dialogue. - Alessandra Cervone; Evgeny A. Stepanov; Giuseppe Riccardi (INTERSPEECH, 2018)

Intelligent Interruption Management System to Enhance Safety and Performance in Complex Surgical and Robotic Procedures. - Roger D. Dias; Heather M. Conboy; Jennifer M. Gabany; Lori A. Clarke; Leon J. Osterweil; David Arney; Julian M. Goldman; Giuseppe Riccardi; George S. Avrunin; Steven J. Yule; Marco A. Zenati (OR 2.0/CARE/CLIP/ISIC@MICCAI, 2018)

Annotating and modeling empathy in spoken conversations. - Firoj Alam; Morena Danieli; Giuseppe Riccardi (Comput. Speech Lang., 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 004; Ioannis Klasinas; Marcos Calvo; Emilio Sanchis; Giuseppe Riccardi (Lang. Resour. Evaluation, 2018)

Automatic Labeling Affective Scenes in Spoken Conversations. - Firoj Alam; Morena Danieli; Giuseppe Riccardi (Cognitive Infocommunications, Theory and Applications, 2019)

Inquisitive mind: a conversational news companion. - Mateusz Dubiel; Alessandra Cervone; Giuseppe Riccardi (CUI, 2019)

An Incremental Turn-Taking Model for Task-Oriented Dialog Systems. - Andrei Catalin Coman; Koichiro Yoshino; Yukitoshi Murase; Satoshi Nakamura 001; Giuseppe Riccardi (INTERSPEECH, 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 (INTERSPEECH, 2019)

Modeling User Context for Valence Prediction from Narratives. - Aniruddha Tammewar; Alessandra Cervone; Eva-Maria Messner; Giuseppe Riccardi (INTERSPEECH, 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 (SMM4H@ACL, 2019)

Automatic classification of speech overlaps: Feature representation and algorithms. - Shammur Absar Chowdhury; Evgeny A. Stepanov; Morena Danieli; Giuseppe Riccardi (Comput. Speech Lang., 2019)

Multifunctional ISO Standard Dialogue Act Tagging in Italian. - Gabriel Roccabruna; Alessandra Cervone; Giuseppe Riccardi (CLiC-it, 2020)

Annotation of Emotion Carriers in Personal Narratives. - Aniruddha Tammewar; Alessandra Cervone; Eva-Maria Messner; Giuseppe Riccardi (LREC, 2020)

Is this Dialogue Coherent? Learning from Dialogue Acts and Entities. - Alessandra Cervone; Giuseppe Riccardi (SIGdial, 2020)

Detecting Emotion Carriers by Combining Acoustic and Lexical Representations. - Sebastian P. Bayerl; Aniruddha Tammewar; Korbinian Riedhammer; Giuseppe Riccardi (ASRU, 2021)

An Unsupervised Approach to Extract Life-Events from Personal Narratives in the Mental Health Domain. - Seyed Mahed Mousavi; Roberto Negro; Giuseppe Riccardi (CLiC-it, 2021)

Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity. - Juan Manuel Mayor Torres; Mirco Ravanelli; Sara E. Medina-DeVilliers; Matthew D. Lerner; Giuseppe Riccardi (EMBC, 2021)

Emotion Carrier Recognition from Personal Narratives. - Aniruddha Tammewar; Alessandra Cervone; Giuseppe Riccardi (Interspeech, 2021)

What can Speech and Language Tell us About the Working Alliance in Psychotherapy. - Sebastian Peter Bayerl; Gabriel Roccabruna; Shammur Absar Chowdhury; Tommaso Ciulli; Morena Danieli; Korbinian Riedhammer; Giuseppe Riccardi (INTERSPEECH, 2022)

Multi-source Multi-domain Sentiment Analysis with BERT-based Models. - Gabriel Roccabruna; Steve Azzolin; Giuseppe Riccardi (LREC, 2022)

Annotation of Valence Unfolding in Spoken Personal Narratives. - Aniruddha Tammewar; Franziska Braun; Gabriel Roccabruna; Sebastian P. Bayerl; Korbinian Riedhammer; Giuseppe Riccardi (LREC, 2022)

Can Emotion Carriers Explain Automatic Sentiment Prediction? A Study on Personal Narratives. - Seyed Mahed Mousavi; Gabriel Roccabruna; Aniruddha Tammewar; Steve Azzolin; Giuseppe Riccardi (WASSA@ACL, 2022)

Let's Give a Voice to Conversational Agents in Virtual Reality. - Michele Yin; Gabriel Roccabruna; Abhinav Azad; Giuseppe Riccardi (INTERSPEECH, 2023)

Understanding Emotion Valence is a Joint Deep Learning Task. - Gabriel Roccabruna; Seyed Mahed Mousavi; Giuseppe Riccardi (WASSA@ACL, 2023)

Whats New? Identifying the Unfolding of New Events in Narratives. - Seyed Mahed Mousavi; Shohei Tanaka; Gabriel Roccabruna; Koichiro Yoshino; Satoshi Nakamura 001; Giuseppe Riccardi (CoRR, 2023)

Response Generation in Longitudinal Dialogues: Which Knowledge Representation Helps? - Seyed Mahed Mousavi; Simone Caldarella; Giuseppe Riccardi (CoRR, 2023)

Evaluation of interpretability for deep learning algorithms in EEG emotion recognition: A case study in autism. - Juan Manuel Mayor Torres; Sara E. Medina-DeVilliers; Tessa Clarkson; Matthew D. Lerner; Giuseppe Riccardi (Artif. Intell. Medicine, 2023)

DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs. - Seyed Mahed Mousavi; Simone Alghisi; Giuseppe Riccardi (EMNLP (Findings), 2024)

Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? - Gabriel Roccabruna; Massimo Rizzoli; Giuseppe Riccardi (EMNLP, 2024)

Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for Dialogue. - Simone Alghisi; Massimo Rizzoli; Gabriel Roccabruna; Seyed Mahed Mousavi; Giuseppe Riccardi (INLG, 2024)

Are LLMs Robust for Spoken Dialogues? - Seyed Mahed Mousavi; Gabriel Roccabruna; Simone Alghisi; Massimo Rizzoli; Mirco Ravanelli; Giuseppe Riccardi (CoRR, 2024)

Is Your LLM Outdated? Benchmarking LLMs & Alignment Algorithms for Time-Sensitive Knowledge. - Seyed Mahed Mousavi; Simone Alghisi; Giuseppe Riccardi (CoRR, 2024)

Investigating the Use and Perception of Blocking Feature in Social Virtual Reality Spaces: A Study on Discussion Forums. - Qijia Chen; Seyed Mahed Mousavi; Giuseppe Riccardi; Giulio Jacucci (Proc. ACM Hum. Comput. Interact., 2025)

LLMs as Repositories of Factual Knowledge: Limitations and Solutions. - Seyed Mahed Mousavi; Simone Alghisi; Giuseppe Riccardi (CoRR, 2025)

CIVET: Systematic Evaluation of Understanding in VLMs. - Massimo Rizzoli; Simone Alghisi; Olha Khomyn; Gabriel Roccabruna; Seyed Mahed Mousavi; Giuseppe Riccardi (CoRR, 2025)

Garbage In, Reasoning Out? Why Benchmark Scores are Unreliable and What to Do About It. - Seyed Mahed Mousavi; Edoardo Cecchinato; Lucia Hornikova; Giuseppe Riccardi (CoRR, 2025)