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Research

Publications: Dr Julian Hough

Ozkan EE, Gurion T, Hough J, Healey PGT, Jamone L ( 2022 ) . Speaker Motion Patterns during Self-repairs in Natural Dialogue . ACM International Conference Proceeding Series . 24 - 29 .
Poesio M, Bartle R, Chamberlain J, Hough J, Madge C, Perez-Liebana D, Purver M, Yu J ( 2022 ) . ARCIDUCA: Annotating Reference and Coreference In Dialogue Using Conversational Agents in games .
Gregoromichelaki E, Eshghi A, Howes C, Mills G, Kempson R, Hough J, Healey P, Purver M ( 2022 ) . Language and Cognition as Distributed Process and Interactions . Conference: Proceedings of the 26th Workshop on the Semantics and Pragmatics of Dialogue
Nagele AN, Hough J, Dinnen Z ( 2022 ) . The Subjectivities of Wearable Sleep-Trackers - A Discourse Analysis . Conference: CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI ’22 Extended Abstracts), April 29-May 5, 2022, New Orleans, LA, USA ( New Orleans ) from: 30/04/2022 to: 05/05/2022 ,
Del Bosque Trevino JE, Hough J, Purver M ( 2021 ) . Communicative Grounding of Analogical Explanations in Dialogue: A Corpus Study of Conversational Management Acts and Statistical Sequence Models for Tutoring through Analogy . https://aclanthology.org/volumes/2021.reinact-1/ . Editors: Howes, C, Simon, D, Breitholtz, E, Chatzikyriakidis, S et al. , Conference: Reasoning and Interaction ( Gothenburg, Sweden ) from: 04/10/2021 to: 06/10/2021 , 23 - 31 .
Nasreen S, HOUGH J, Purver M ( 2021 ) . Detecting Alzheimer's Disease using Interactional and Acoustic features from Spontaneous Speech . Conference: Interspeech
Ozkan EE, Gurion T, Hough J, Healey PGT, Jamone L ( 2021 ) . Specific hand motion patterns correlate to miscommunications during dyadic conversations . IEEE International Conference on Development and Learning, ICDL 2021 .
Nasreen S, HOUGH J, Purver M ( 2021 ) . Rare-Class Dialogue Act Tagging for Alzheimer's Disease Diagnosis . Conference: SIGDIAL: 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue
Purver M, Sadrzadeh M, Kempson R, Wijnholds G, Hough J ( 2021 ) . Incremental Composition in Distributional Semantics . Journal of Logic, Language and Information
Rohanian M, Hough J, Purver M ( 2021 ) . Alzheimer's Dementia Recognition Using Acoustic, Lexical, Disfluency and Speech Pause Features Robust to Noisy Inputs .
Nasreen S, Rohanian M, Hough J, Purver M ( 2021 ) . Alzheimer’s Dementia Recognition From Spontaneous Speech Using Disfluency and Interactional Features . Frontiers in Computer Science vol. 3 , 640669 - 640669 .
Rohanian M, Hough J, Purver M ( 2021 ) . Alzheimer's dementia recognition using acoustic, lexical, disfluency and speech pause features robust to noisy inputs . Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH . vol. 6 , 4191 - 4195 .
Rohanian M, Hough J ( 2021 ) . Best of both worlds: Making high accuracy non-incremental transformer-based disfluency detection incremental . ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference . 3693 - 3703 .
Rohanian M, Hough J, Purver M ( 2021 ) . Multi-modal fusion with gating using audio, lexical and disfluency features for Alzheimer's Dementia recognition from spontaneous speech . CoRR . vol. abs/2106.09668 ,
Rohanian M, Hough J ( 2020 ) . Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning . Proceedings of the 28th International Conference on Computational Linguistics . Conference: The 28th International Conference on Computational Linguistics from: 11/12/2020 to: 08/12/2020 , 497 - 507 .
Rohanian M, Hough J, Purver M ( 2020 ) . Multi-modal fusion with gating using audio, lexical and disfluency features for Alzheimer's Dementia recognition from spontaneous speech . Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH . Conference: Annual Conference of the International Speech Communication Association, INTERSPEECH from: 29/10/2020 to: 25/10/2020 , vol. 2020-October , 2187 - 2191 .
Rohanian M, Hough J, Purver M ( 2019 ) . Detecting depression with word-level multimodal fusion . Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH . Conference: 20th Annual Conference of the International Speech Communication Association - INTERSPEECH ( Graz, Austria ) vol. 2019-September , 1443 - 1447 .
Ginzburg J, Breitholtz E, Cooper R, Hough J, Tian Y ( 2019 ) . Understanding laughter . Proceedings of the 20th Amsterdam Colloquium, AC 2015 . 137 - 146 .
Kempson R, Gregoromichelaki E, Eshghi A, Hough J ( 2018 ) . Ellipsis in Dynamic Syntax . The Oxford Handbook of Ellipsis ,
Sadrzadeh M, Purver M, Hough J, Kempson R ( 2018 ) . Exploring Semantic Incrementality with Dynamic Syntax and Vector Space Semantics .
HOUGH J, JAMONE L, Schlangen D, Walck G, Haschke R ( 2018 ) . Towards a Types-As-Classifiers Approach to Dialogue Processing in Human-Robot Interaction . Editors: HOWES, C, Dobnik, S, Breitholtz, E , Conference: Workshop on Dialogue and Perception (DaP 2018)27 - 31 .
PURVER MRJ, HOUGH J, HOWES C ( 2018 ) . Computational Models of Miscommunication Phenomena . Topics in Cognitive Science
Maier A, HOUGH J, Schlangen D ( 2017 ) . Towards Deep End-of-Turn Prediction for Situated Spoken Dialogue Systems . Conference: InterSpeech 2017
Hough J, Schlangen D ( 2017 ) . It's Not What You Do, It's How You Do It: Grounding Uncertainty for a Simple Robot . ACM/IEEE International Conference on Human-Robot Interaction . vol. Part F127194 , 274 - 282 .
HOUGH J, PURVER MRJ ( 2017 ) . Probabilistic Record Type Lattices for Incremental Reference Processing . Modern Perspectives in Type-Theoretical Semantics , Editors: Chatzikyriakidis, S, Luo, Z , vol. 98 , Springer International Publishing
Howes C, Lavelle M, Healey PGT, Hough J, McCabe R ( 2017 ) . Disfluencies in dialogues with patients with schizophrenia . CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition . 2230 - 2235 .
Hough J, Schlangen D ( 2017 ) . Joint, incremental disfluency detection & utterance segmentation from speech . 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference . vol. 1 , 326 - 336 .
Baumann T, Kennington C, Hough J, Schlangen D ( 2017 ) . Recognising conversational speech: What an incremental ASR should do for a dialogue system and how to get there . Lecture Notes in Electrical Engineering . vol. 999 LNEE , 421 - 432 .
de Kok I, Hülsmann F, Waltemate T, Frank C, Hough J, Pfeiffer T, Schlangen D, Schack T et al. ( 2017 ) . The intelligent coaching space: A demonstration . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . vol. 10498 LNAI , 105 - 108 .
De Kok I, Hough J, Schlangen D, Kopp S ( 2016 ) . Deictic gestures in coaching interactions . MA3HMI 2016 - Proceedings of the Workshop on Multimodal Analyses Enabling Artificial Agents in Human-Machine Interaction . 10 - 14 .
HEALEY PGT, HOWES C, HOUGH J, PURVER MRJ ( 2016 ) . Better late than Now-or-Never: The case of interactive repair phenomena . Behavioral and Brain Sciences vol. 39 , e76 - e76 .
Hough J, Tian Y, De Ruiter L, Betz S, Kousidis S, Schlangen D, Ginzburg J ( 2016 ) . DUEL: A multi-lingual multimodal dialogue corpus for disfluency, exclamations and laughter . Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016 . 1784 - 1788 .
Hough J, Schlangen D ( 2016 ) . Investigating Fluidity for Human-Robot Interaction with Real-time, Real-world Grounding Strategies . SIGDIAL 2016 - 17th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Proceedings of the Conference . 288 - 298 .
Zarrieß S, Hough J, Kennington C, Manuvinakurike R, DeVault D, Fernández R, Schlangen D ( 2016 ) . PentoRef: A corpus of spoken references in task-oriented dialogues . Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016 . 125 - 131 .
De Kok I, Hough J, Hülsmann F, Botsch M, Schlangen D, Kopp S ( 2015 ) . A multimodal system for real-time action instruction in motor skill learning . ICMI 2015 - Proceedings of the 2015 ACM International Conference on Multimodal Interaction . 355 - 362 .
Eshghi A, Howes C, Gregoromichelaki E, Hough J, Purver M ( 2015 ) . Feedback in Conversation as Incremental Semantic Update . Proceedings of the 11th International Conference on Computational Semantics . Conference: International Conference on Computational Semantics261 - 271 .
Hough J, Kennington C, Schlangen D, Ginzburg J ( 2015 ) . Incremental semantics for dialogue processing: Requirements, and a comparison of two approaches . IWCS 2015 - Proceedings of the 11th International Conference on Computational Semantics . 206 - 216 .
Hough J, Schlangen D ( 2015 ) . Recurrent neural networks for incremental disfluency detection . Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH . vol. 2015-January , 849 - 853 .
Hough J, Purver M ( 2014 ) . Strongly Incremental Repair Detection . Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) . 78 - 89 .
Purver M, Hough J, Gregoromichelaki E ( 2014 ) . Dialogue and Compound Contributions . Natural Language Generation in Interactive Systems , Editors: Stent, A, Bangalore, S , Cambridge University Press
Hough J, Purver M ( 2014 ) . Probabilistic Type Theory for Incremental Dialogue Processing . Proceedings of the EACL 2014 Workshop on Type Theory and Natural Language Semantics (TTNLS) . 80 - 88 .
Hough J, Purver M ( 2014 ) . Strongly Incremental Repair Detection . EMNLP . Editors: Moschitti, A, Pang, B, Daelemans, W , 78 - 89 .
Howes C, Healey PG, Eshghi A, Hough J ( 2013 ) . "Well, that's one way": Interactivity in parsing and production . Behav Brain Sci vol. 36 , ( 4 ) 359 - 359 .
Eshghi A, Hough J, Purver M ( 2013 ) . Incremental Grammar Induction from Child-Directed Dialogue Utterances . Proceedings of the 4th Annual Workshop on Cognitive Modeling and Computational Linguistics (CMCL) . Conference: Proceedings of the Fourth Annual Workshop on Cognitive Modeling and Computational Linguistics (CMCL) ( Sofia, Bulgaria ) 94 - 103 .
PURVER MRJ, Eshghi A, Hough J ( 2013 ) . Data-driven Learning in an Incremental Grammar Framework . Conference: Linguistic Evidence ( Tübingen ) from: 04/04/2013 to: 06/04/2013 ,
Eshghi A, Purver M, Hough J ( 2013 ) . Probabilistic Induction for an Incremental Semantic Grammar . Proceedings of the 10th International Conference on Computational Semantics (IWCS 2013) – Long Papers . 107 - 118 .
Eshghi A, Purver M, Hough J, Sato Y ( 2013 ) . Probabilistic Grammar Induction in an Incremental Semantic Framework . Constraint Solving and Language Processing - 7th International Workshop, CSLP 2012, Orléans, France, September 2012. Revised Selected Papers , Editors: Duchier, D, Parmentier, Y , vol. 8114 , Springer
Eshghi A, Purver M, Hough J, Sato Y ( 2012 ) . Inducing lexical entries for an incremental semantic grammar . Proceedings of the 7th International Workshop on Constraint Solving and Language Processing (CSLP’12) . Editors: Duchier, D, Parmentier, Y , Conference: 7th International Workshop on Constraint Solving and Language Processing (CSLP’12) ( University of Orleans. France ) from: 13/09/2012 to: 14/09/2012 , 39 - 50 .
Purver M, Eshghi A, Hough J ( 2011 ) . Incremental Semantic Construction in a Dialogue System . Proceedings of the 9th International Conference on Computational Semantics (IWCS) . Editors: Bos, J, Pulman, S , Conference: 9th International Conference on Computational Semantics (IWCS)365 - 369 .