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Alexander Berman
Doktorand
Avdelningen för lingvistik och vetenskapsteoriOm Alexander Berman
Mitt doktorandprojekt handlar om förklaringar till förutsägelser från AI-modeller i språklig interaktion mellan människa och dator. Rent konkret kan det till exempel handla om att en viss datormodell förutsäger hur en patient kommer må ett år efter ryggoperation. Min forskning berör bland annat vilken typ av förklaringar människor vill ha för denna typ av förutsägelser, vilken typ av förklaringar som faktiskt går att få från AI-modeller, hur förklaringar hanteras i liknande typer av dialog mellan människor, och hur förklaringsdialog kan modelleras och implementeras.
Som en introduktion till mitt forskningsämne kan du se min föreläsning från Vetenskapsfestivalen i Göteborg 2022: https://urplay.se/program/228518-ur-samtiden-vetenskapsfestivalen-2022-…
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Argumentative Dialogue As Basis For Human-AI
Collaboration
Alexander Berman
Proceedings of HHAI 2024 Workshops - 2024 -
Why Do You Think This Person Is Introverted?: Towards Conversational Argumentative
Explainability
Alexander Berman
Frontiers in Artificial Intelligence and Applications, 3rd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2024 Hybrid, Malmö,10 -14 June 2024 - 2024 -
Too Far Away from the Job Market – Says Who? Linguistically Analyzing Rationales for AI-based Decisions Concerning Employment
Support
Alexander Berman
Weizenbaum Journal of the Digital Society - 2024 -
Trustworthy AI in the public sector: An empirical analysis of a Swedish labor market decision-support
system
Alexander Berman, Karl Persson de Fine Licht, Vanja Carlsson
Technology in society - 2024 -
Can large language models explain interpretable
models?
Alexander Berman
Interpretable approaches in human-machine interaction, 24-25 October 2023, Chalmers, Gothenburg - 2023 -
Counterfactual reasoning capabilities of GPT: Preliminary
findings
Alexander Berman, Christine Howes
Proceedings of the 18th SweCog Conference, Göteborg, 5-6 October, 2023 - 2023 -
Why does the AI say that I am too far away from the job
market?
Alexander Berman
Proceedings of the Weizenbaum Conference 2023: AI, Big Data, Social Media, and People on the Move, 19-20 June 2023, Berlin / Berendt Bettina, Krzywdzinski Martin, Kuznetsova Elizaveta (ed.) - 2023 -
Explaining predictions with enthymematic
counterfactuals
Alexander Berman, Ellen Breitholtz, Christine Howes, Jean-Philippe Bernardy
Proceedings of the 1st Workshop on Bias, Ethical AI, Explainability and the role of Logic and Logic Programming, BEWARE-22, 2 December 2022, Udine, Italy. - 2022 -
"Apparently acousticness is positively correlated with neuroticism": Conversational explanations of model
predictions
Alexander Berman, Christine Howes
Proceedings of the 26th Workshop on the Semantics and Pragmatics of Dialogue, August, 22-24, 2022, Dublin, Ireland - Poster Abstracts - 2022 -
Evaluating N-best Calibration of Natural Language Understanding for Dialogue
Systems
Ranim Khojah, Alexander Berman, Staffan Larsson
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2022, 07-09 September 2022, Edinburgh, UK - 2022 -
Utanför
boxen?
Alexander Berman
Axess Magasin - 2019 -
Urvattnad
teknikoptimism
Alexander Berman
Tidskriften Respons - 2019 -
Learning as performance: Autoencoding and generating dance movements in real
time
Alexander Berman, Valencia James
Computational Intelligence in Music, Sound, Art and Design. EvoMUSART 2018. Lecture Notes in Computer Science, vol 10783. - 2018 -
Integrating the Talkamatic Dialogue Manager with
Alexa
Staffan Larsson, Alexander Berman, Andreas Krona, Fredrik Kronlid
Proceedings of Interspeech 2017, Show & Tell Contribution, August 20–24, 2017, Stockholm, Sweden - 2017 -
Domain-specific and general syntax and semantics in the Talkamatic Dialogue
Manager
Staffan Larsson, Alexander Berman
Empirical Issues in Syntax and Semantics - 2016 -
Domain-specific and general syntax and semantics in the Talkamatic Dialogue
Manager
Staffan Larsson, Alexander Berman
CSSP '15 (Colloque de Syntaxe et Sémantique à Paris), October 8-10, 2015, Paris - 2015 -
Improvising virtual dancer meets audience: Observations from a user
study
Alexander Berman, Valencia James
Proceedings of the 21st International Symposium on Electronic Art - 2015 -
Kinetic dialogues: Enhancing creativity in
dance
Alexander Berman, Valencia James
MOCO '15: Proceedings of the 2nd International Workshop on Movement and Computing - 2015 -
Kinetic Imaginations: Exploring the Possibilities of Combining AI and
Dance
Alexander Berman, Valencia James
International Joint Conference on Artificial Intelligence - 2015 -
Towards a live dance improvisation between an avatar and a human
dancer
Alexander Berman, Valencia James
MOCO '14: Proceedings of the 2014 International Workshop on Movement and Computing - 2014 -
Adding a Speech Cursor to a Multimodal Dialogue
System
Staffan Larsson, Alexander Berman, Jessica Villing
Proceedings of Interspeech 2011 - 2011 -
Lekbot: A talking and playing robot for children with
disabilities
Peter Ljunglöf, Alexander Berman, Britt Claesson, Stina Ericsson, Fredrik Kronlid, Ingrid Mattsson Müller, Cajsa Ottesjö
SLPAT'11: 2nd Workshop on Speech and Language Processing for Assistive Technologies - 2011 -
Multimodal Menu-based Dialogue with Speech Cursor in DICO
II+
Staffan Larsson, Alexander Berman, Jessica Villing
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations - 2011 -
Comparing system-driven and free dialogue in in-vehicle
interaction
Fredrik Kronlid, Jessica Villing, Alexander Berman, Staffan Larsson
Proceedings of Interspeech 2011 - 2011 -
TrindiKit 2.0
manual
Staffan Larsson, Alexander Berman, Johan Bos, Leif Grönqvist, Peter Ljunglöf, David Traum
2000