Björn Gambäck
About
See Google Scholar for a more up-to-date list of publications.
Lecturing:
- Spring semester: Intelligent Text Analytics and Language Understanding (TDT4310; 7.5 credits)
- Fall semester: Computational Creativity and Advanced Text Analytics and Language Understanding ("Theory modules", TDT12 resp. TDT13; 3.75 credits)
Potential Master's Thesis topics: see the department's list (but also check out my introduction to writing a Master's Thesis in Language Technology or Computational Creativity!)
Publications
2020
-
Jørgensen, Tollef;
Gambäck, Björn.
(2020)
Augmenting Entity-level Sentiment Analysis with Coreference Resolution.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Masters thesis
-
Jamatia, Anupam;
Swamy, Steve Durairaj;
Gambäck, Björn;
Das, Amitava;
Debbarma, Swapan.
(2020)
Deep Learning Based Sentiment Analysis in a Code-Mixed English-Hindi and English-Bengali Social Media Corpus.
International journal on artificial intelligence tools
Academic article
2019
-
Swamy, Steve Durairaj;
Jamatia, Anupam;
Gambäck, Björn.
(2019)
Studying Generalisability across Abusive Language Detection Datasets.
Academic chapter/article/Conference paper
-
Swamy, Steve Durairaj;
Jamatia, Anupam;
Gambäck, Björn;
Das, Amitava.
(2019)
NIT_Agartala_NLP_Team at SemEval-2019 Task 6: An Ensemble Approach to Identifying and Categorizing Offensive Language in Twitter Social Media Corpora.
Academic chapter/article/Conference paper
-
Koutsomichalis, Marinos;
Gambäck, Björn.
(2019)
Evolvable Media Repositories: An Evolutionary System to Retrieve and Ever-Renovate Related Media Web Content.
Advances in Intelligent Systems and Computing
Academic article
-
Solomon, R Sudhesh;
PYKL, Srinivas;
Das, Amitava;
Gambäck, Björn;
Chakraborty, Tanmoy.
(2019)
Understanding the Psycho-Sociological Facets of Homophily in Social Network Communities.
IEEE Computational Intelligence Magazine
Academic article
-
Meyer, Johannes Skjeggestad;
Gambäck, Björn.
(2019)
A Platform Agnostic Dual-Strand Hate Speech Detector.
Academic chapter/article/Conference paper
2018
-
Byrkjeland, Mats;
Lichtenberg, Frederik Gørvell de;
Gambäck, Björn.
(2018)
Ternary Twitter Sentiment Classification with Distant Supervision and Sentiment-Specific Word Embeddings.
Academic chapter/article/Conference paper
-
Zoric, Viktor;
Gambäck, Björn.
(2018)
The Image Artist: Computer Generated Art Based on Musical Input.
Academic chapter/article/Conference paper
-
Fredriksen, Valerij;
Jahren, Brage Ekroll;
Gambäck, Björn.
(2018)
Utilizing Large Twitter Corpora to Create Sentiment Lexica.
Academic chapter/article/Conference paper
-
Loller-Andersen, Malte;
Gambäck, Björn.
(2018)
Deep Learning-based Poetry Generation Given Visual Input.
Academic chapter/article/Conference paper
-
Koutsomichalis, Marinos;
Gambäck, Björn.
(2018)
Algorithmic Audio Mashups and Synthetic Soundscapes Employing Evolvable Media Repositories.
Academic chapter/article/Conference paper
-
Unsvåg, Elise Fehn;
Gambäck, Björn.
(2018)
The Effects of User Features on Twitter Hate Speech Detection.
Academic chapter/article/Conference paper
-
Sikdar, Utpal Kumar;
Gambäck, Björn.
(2018)
Named Entity Recognition for Amharic Using Stack-Based Deep Learning.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Jamatia, Anupam;
Das, Amitava;
Gambäck, Björn.
(2018)
Deep Learning-Based Language Identification in English-Hindi-Bengali Code-Mixed Social Media Corpora.
Journal of Intelligent Systems
Academic article
-
Sikdar, Utpal Kumar;
Barik, Biswanath;
Gambäck, Björn.
(2018)
Named Entity Recognition on Code-Switched Data Using Conditional Random Fields.
Academic chapter/article/Conference paper
-
Jamatia, Anupam;
Gambäck, Björn;
Das, Amitava.
(2018)
Collecting and Annotating Indian Social Media Code-Mixed Corpora.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Koutsomichalis, Marinos;
Gambäck, Björn.
(2018)
Generative Solid Modelling Employing Natural Language Understanding and 3D Data.
Academic chapter/article/Conference paper
-
Barik, Biswanath;
Sikdar, Utpal Kumar;
Gambäck, Björn.
(2018)
NTNU at SemEval-2018 Task 7: Classifier Ensembling for Semantic Relation Identification and Classification in Scientific Papers.
Academic chapter/article/Conference paper
-
Sikdar, Utpal Kumar;
Barik, Biswanath;
Gambäck, Björn.
(2018)
Flytxt_NTNU at SemEval-2018 Task 8: Identifying and Classifying Malware Text Using Conditional Random Fields and Naïve Bayes Classifiers.
Academic chapter/article/Conference paper
-
Olseng, Olav Andreas E;
Gambäck, Björn.
(2018)
Co-evolving melodies and harmonization in evolutionary music composition.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Ræder, Johan Georg Cyrus Mazaher;
Gambäck, Björn.
(2018)
Sarcasm Annotation and Detection in Tweets.
Lecture Notes in Computer Science (LNCS)
Academic article
2017
-
Kumar, Upendra;
Reganti, Aishwarya N;
Maheshwari, Tushar;
Chakroborty, Tanmoy;
Gambäck, Björn;
Das, Amitava.
(2017)
Inducing Personalities and Values from Language Use in Social Network Communities.
Information Systems Frontiers
Academic article
2016
-
Gambäck, Björn;
Das, Amitava.
(2016)
Comparing the Level of Code-Switching in Corpora.
Academic chapter/article/Conference paper
2015
-
Bungum, Lars;
Gambäck, Björn.
(2015)
Multi-Domain Adapted Machine Translation Using Unsupervised Text Clustering.
Academic chapter/article/Conference paper
-
Jamatia, Anupam;
Gambäck, Björn;
Das, Amitava.
(2015)
Part-of-Speech Tagging for Code-Mixed English-Hindi Twitter and Facebook Chat Messages.
Academic chapter/article/Conference paper
-
Bungum, Lars;
Gambäck, Björn.
(2015)
Self-Organizing Maps for Classification of a Multi-Labeled Corpus.
Academic chapter/article/Conference paper
-
Rudrapal, Dwijen;
Jamatia, Anupam;
Chakma, Kunal;
Das, Amitava;
Gambäck, Björn.
(2015)
Sentence Boundary Detection for Social Media Text.
Academic chapter/article/Conference paper
-
Reitan, Johan;
Faret, Jørgen;
Gambäck, Björn;
Bungum, Lars.
(2015)
Negation Scope Detection for Twitter Sentiment Analysis.
Academic chapter/article/Conference paper
-
Das, Amitava;
Gambäck, Björn.
(2015)
Code-Mixing in Social Media Text: The Last Language Identification Frontier?.
Revue TAL
Academic article
2014
-
Lynum, André;
Parkay, Partha;
Gambäck, Björn;
Jimenez, Sergio.
(2014)
NTNU: Measuring Semantic Similarity with Sublexical Feature Representations and Soft Cardinality.
Academic chapter/article/Conference paper
-
Das, Amitava;
Gambäck, Björn.
(2014)
Poetic Machine: Computational Creativity for Automatic Poetry Generation in Bengali.
Academic chapter/article/Conference paper
-
Lekvam, Torvald;
Gambäck, Björn;
Bungum, Lars.
(2014)
Agent-based modeling of language evolution.
Academic chapter/article/Conference paper
-
Das, Amitava;
Gambäck, Björn.
(2014)
Identifying Languages at the Word Level in Code-Mixed Indian Social Media Text.
Academic chapter/article/Conference paper
-
Gambäck, Björn;
Das, Amitava.
(2014)
On Measuring the Complexity of Code-Mixing.
Academic chapter/article/Conference paper
-
Das, Amitava;
Gambäck, Björn;
Das, Dipankar.
(2014)
सocial-ईndia 2014: Proceedings of the 1st Workshop on Language Technologies for Indian Social Media.
Association for Computational Linguistics
Association for Computational Linguistics
Academic anthology/Conference proceedings
2013
-
Selmer, Øyvind;
Brevik, Mikael;
Gambäck, Björn;
Bungum, Lars.
(2013)
NTNU: Domain Semi-Independent Short Message Sentiment Classification.
Academic chapter/article/Conference paper
-
Marsi, Erwin;
Moen, Hans;
Bungum, Lars;
Sizov, Gleb Valerjevich;
Gambäck, Björn;
Lynum, Andre.
(2013)
NTNU-CORE: Combining strong features for semantic similarity.
Academic chapter/article/Conference paper
-
Bungum, Lars;
Gambäck, Björn;
Lynum, Andre;
Marsi, Erwin.
(2013)
Improving Word Translation Disambiguation by Capturing Multiword Expressions with Dictionaries.
Academic chapter/article/Conference paper
-
Das, Amitava;
Gambäck, Björn.
(2013)
(Jantra-Na: Not-Machine) Can Only Feel (Jantrana: Pain)!.
Academic chapter/article/Conference paper
-
Balon-Perin, Alexandre;
Gambäck, Björn.
(2013)
Ensembles of Decision Trees for Network Intrusion Detection Systems.
International journal on advances in security
Academic article
-
Das, Amitava;
Gambäck, Björn.
(2013)
Sentimental Eyes!.
Academic chapter/article/Conference paper
-
Benyon, David;
Gambäck, Björn;
Hansen, Preben;
Mival, Oli;
Webb, Nick.
(2013)
How Was Your Day? Evaluating a Conversational Companion.
IEEE Transactions on Affective Computing
Academic article
-
Moen, Hans;
Marsi, Erwin;
Gambäck, Björn.
(2013)
Towards Dynamic Word Sense Discrimination with Random Indexing.
Academic chapter/article/Conference paper
2012
-
Das, Amitava;
Gambäck, Björn.
(2012)
Exploiting 5W Annotations for Opinion Tracking.
Academic chapter/article/Conference paper
-
Gambäck, Björn;
Bungum, Lars;
Lynum, André;
Marsi, Erwin;
Tsatsanifos, Giorgos.
(2012)
Corpus Modelling Module (ver. 2): PRESEMT Deliverable D3.3.2.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Report
-
Das, Amitava;
Bandyopadhyay, Sivaji;
Gambäck, Björn.
(2012)
Sentiment Analysis: What is the End User's Requirement?.
Academic chapter/article/Conference paper
-
Gambäck, Björn.
(2012)
Tagging and Verifying an Amharic News Corpus.
Academic chapter/article/Conference paper
-
Bungum, Lars;
Gambäck, Björn.
(2012)
Efficient N-gram Language Modeling for Billion Word Web-Corpora.
Academic chapter/article/Conference paper
-
Lynum, Andre;
Marsi, Erwin;
Bungum, Lars;
Gambäck, Björn.
(2012)
Disambiguating Word Translations with Target Language Models.
Academic chapter/article/Conference paper
-
Das, Amitava;
Gambäck, Björn.
(2012)
Sentimantics: Conceptual spaces for lexical sentiment polarity representation with contextuality.
Academic chapter/article/Conference paper
-
Marcussen, Christian Jun;
Eliassen, Lars Moland;
Sætre, Rune;
Gambäck, Björn.
(2012)
Context-Awareness and Real-Time Information in an Intelligent Smartphone Application.
GI-Edition Lecture Notes in Informatics (LNI)
Academic article
-
Andersstuen, Runar;
Engell, Trond Bøe;
Sætre, Rune;
Gambäck, Björn.
(2012)
A Multiple Platform Approach to Building a Bus Route Information System for Mobile Devices.
GI-Edition Lecture Notes in Informatics (LNI)
Academic article
-
Das, Amitava;
Bandyopadhyay, Sivaji;
Gambäck, Björn.
(2012)
The 5W Structure for Sentiment Summarization-Visualization-Tracking.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Balon-Perin, Alexandre;
Gambäck, Björn;
Røstad, Lillian.
(2012)
Intrusion Detection Using Ensembles.
Academic chapter/article/Conference paper
2011
-
Marsi, Erwin;
Lynum, André;
Bungum, Lars;
Gambäck, Björn.
(2011)
Word Translation Disambiguation without Parallel Texts.
Academic chapter/article/Conference paper
-
Turunen, Markku;
Hakulinen, Jaakko;
Ståhl, Olov;
Gambäck, Björn;
Hansen, Preben;
Gancedo, Mari Carmen Rodriguez.
(2011)
Multimodal and mobile conversational Health and Fitness Companions.
Computer Speech and Language
Academic article
-
Smith, Cameron;
Crook, Nigel;
Dobnik, Simon;
Charlton, Daniel;
Boye, Johan;
Pulman, Stephen.
(2011)
Interaction Strategies for an Affective Conversational Agent.
PRESENCE: Virtual and Augmented Reality
Academic article
-
Gambäck, Björn;
Olsson, Fredrik;
Täckström, Oscar.
(2011)
Active Learning for Dialogue Act Classification.
Interspeech
Academic article
-
Bungum, Lars;
Gambäck, Björn.
(2011)
A survey of Domain Adaptation in Machine Translation: Towards a refinement of domain space.
Academic chapter/article/Conference paper
2010
-
Benyon, David;
Bradley, Jay;
Gambäck, Björn;
Hansen, Preben;
Mival, Oli;
Webb, Nick.
(2010)
Companions Evaluation Results: COMPANIONS Deliverable D1.4.3.
Edinburgh Napier University
Edinburgh Napier University
Report
-
Crook, Nigel;
Gambäck, Björn;
Granell, Ramon;
Olsson, Fredrik;
Pulman, Stephen;
Täckström, Oscar.
(2010)
Report on Clustering, Semi-supervised and Active Learning. COMPANIONS Deliverable D4.1.1.
University of Oxford
University of Oxford
Report
-
Benyon, David;
Bradley, Jay;
Gambäck, Björn;
Hansen, Preben;
Mival, Oli;
Webb, Nick.
(2010)
Evaluation Paradigm. COMPANIONS Deliverable D1.4.2.
State University of New York
State University of New York
Report
-
Benyon, David;
Bradley, Jay;
Gambäck, Björn;
Hansen, Preben;
Mival, Oli;
Webb, Nick.
(2010)
Evaluation Initial Methodology. COMPANIONS Deliverable D1.4.1, v2.
State University of New York
State University of New York
Report
-
Gambäck, Björn;
Asker, Lars.
(2010)
Experiences with Developing Language Processing Tools and Corpora for Amharic.
Academic chapter/article/Conference paper
-
Wilks, Yorick;
Gambäck, Björn;
Danieli, Morena.
(2010)
2010 Workshop on Companionable Dialogue Systems.
Association for Computational Linguistics
Association for Computational Linguistics
Academic anthology/Conference proceedings
-
Bungum, Lars;
Gambäck, Björn.
(2010)
Evolutionary Algorithms in Natural Language Processing.
Academic chapter/article/Conference paper
-
Wilks, Yorick;
Gambäck, Björn;
Danieli, Morena.
(2010)
Companionable Dialogue Systems: Introduction.
Academic chapter/article/Conference paper
-
Ranang, Martin Thorsen;
Amble, Tore;
Nordgård, Torbjørn;
Gambäck, Björn.
(2010)
Open-Domain Word-Level Interpretation of Norwegian: Towards a General Encyclopedic Question-Answering System for Norwegian.
Norges teknisk-naturvitenskapelige universitet
Doctoral Theses at NTNU, 1503-8181 (2010:11)
Doctoral dissertation
2009
-
Sileshi, Mesfin;
Gambäck, Björn.
(2009)
Evaluating Clustering Algorithms: Cluster Quality and Feature Selection in Content-Based Image Clustering.
Academic chapter/article/Conference paper
-
Ambaye, Mesfin Sileshi;
Gamback, Bjørn.
(2009)
Effectiveness of Content-Based Image Clustering Algorithms.
VDM Verlag Dr. Müller Aktiengesellschaft & Co. KG
VDM Verlag Dr. Müller Aktiengesellschaft & Co. KG
Academic monograph
-
Asker, L;
Argaw, AA;
Gamback, Bjørn;
Asfeha, SE;
Habte, LN.
(2009)
Classifying Amharic webnews.
Information Retrieval Journal
Academic article
-
Ståhl, Olov;
Gambäck, Björn;
Turunen, Markku;
Hakulinen, Jaakko.
(2009)
A Mobile Health and Fitness Companion Demonstrator.
Academic chapter/article/Conference paper
-
Gambäck, Björn;
Olsson, Fredrik;
Argaw, Atelach Alemu;
Asker, Lars.
(2009)
Methods for Amharic Part-of-Speech Tagging.
Academic chapter/article/Conference paper
Journal publications
-
Jamatia, Anupam;
Swamy, Steve Durairaj;
Gambäck, Björn;
Das, Amitava;
Debbarma, Swapan.
(2020)
Deep Learning Based Sentiment Analysis in a Code-Mixed English-Hindi and English-Bengali Social Media Corpus.
International journal on artificial intelligence tools
Academic article
-
Koutsomichalis, Marinos;
Gambäck, Björn.
(2019)
Evolvable Media Repositories: An Evolutionary System to Retrieve and Ever-Renovate Related Media Web Content.
Advances in Intelligent Systems and Computing
Academic article
-
Solomon, R Sudhesh;
PYKL, Srinivas;
Das, Amitava;
Gambäck, Björn;
Chakraborty, Tanmoy.
(2019)
Understanding the Psycho-Sociological Facets of Homophily in Social Network Communities.
IEEE Computational Intelligence Magazine
Academic article
-
Sikdar, Utpal Kumar;
Gambäck, Björn.
(2018)
Named Entity Recognition for Amharic Using Stack-Based Deep Learning.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Jamatia, Anupam;
Das, Amitava;
Gambäck, Björn.
(2018)
Deep Learning-Based Language Identification in English-Hindi-Bengali Code-Mixed Social Media Corpora.
Journal of Intelligent Systems
Academic article
-
Jamatia, Anupam;
Gambäck, Björn;
Das, Amitava.
(2018)
Collecting and Annotating Indian Social Media Code-Mixed Corpora.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Olseng, Olav Andreas E;
Gambäck, Björn.
(2018)
Co-evolving melodies and harmonization in evolutionary music composition.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Ræder, Johan Georg Cyrus Mazaher;
Gambäck, Björn.
(2018)
Sarcasm Annotation and Detection in Tweets.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Kumar, Upendra;
Reganti, Aishwarya N;
Maheshwari, Tushar;
Chakroborty, Tanmoy;
Gambäck, Björn;
Das, Amitava.
(2017)
Inducing Personalities and Values from Language Use in Social Network Communities.
Information Systems Frontiers
Academic article
-
Das, Amitava;
Gambäck, Björn.
(2015)
Code-Mixing in Social Media Text: The Last Language Identification Frontier?.
Revue TAL
Academic article
-
Balon-Perin, Alexandre;
Gambäck, Björn.
(2013)
Ensembles of Decision Trees for Network Intrusion Detection Systems.
International journal on advances in security
Academic article
-
Benyon, David;
Gambäck, Björn;
Hansen, Preben;
Mival, Oli;
Webb, Nick.
(2013)
How Was Your Day? Evaluating a Conversational Companion.
IEEE Transactions on Affective Computing
Academic article
-
Marcussen, Christian Jun;
Eliassen, Lars Moland;
Sætre, Rune;
Gambäck, Björn.
(2012)
Context-Awareness and Real-Time Information in an Intelligent Smartphone Application.
GI-Edition Lecture Notes in Informatics (LNI)
Academic article
-
Andersstuen, Runar;
Engell, Trond Bøe;
Sætre, Rune;
Gambäck, Björn.
(2012)
A Multiple Platform Approach to Building a Bus Route Information System for Mobile Devices.
GI-Edition Lecture Notes in Informatics (LNI)
Academic article
-
Das, Amitava;
Bandyopadhyay, Sivaji;
Gambäck, Björn.
(2012)
The 5W Structure for Sentiment Summarization-Visualization-Tracking.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Turunen, Markku;
Hakulinen, Jaakko;
Ståhl, Olov;
Gambäck, Björn;
Hansen, Preben;
Gancedo, Mari Carmen Rodriguez.
(2011)
Multimodal and mobile conversational Health and Fitness Companions.
Computer Speech and Language
Academic article
-
Smith, Cameron;
Crook, Nigel;
Dobnik, Simon;
Charlton, Daniel;
Boye, Johan;
Pulman, Stephen.
(2011)
Interaction Strategies for an Affective Conversational Agent.
PRESENCE: Virtual and Augmented Reality
Academic article
-
Gambäck, Björn;
Olsson, Fredrik;
Täckström, Oscar.
(2011)
Active Learning for Dialogue Act Classification.
Interspeech
Academic article
-
Asker, L;
Argaw, AA;
Gamback, Bjørn;
Asfeha, SE;
Habte, LN.
(2009)
Classifying Amharic webnews.
Information Retrieval Journal
Academic article
Books
-
Das, Amitava;
Gambäck, Björn;
Das, Dipankar.
(2014)
सocial-ईndia 2014: Proceedings of the 1st Workshop on Language Technologies for Indian Social Media.
Association for Computational Linguistics
Association for Computational Linguistics
Academic anthology/Conference proceedings
-
Wilks, Yorick;
Gambäck, Björn;
Danieli, Morena.
(2010)
2010 Workshop on Companionable Dialogue Systems.
Association for Computational Linguistics
Association for Computational Linguistics
Academic anthology/Conference proceedings
-
Ambaye, Mesfin Sileshi;
Gamback, Bjørn.
(2009)
Effectiveness of Content-Based Image Clustering Algorithms.
VDM Verlag Dr. Müller Aktiengesellschaft & Co. KG
VDM Verlag Dr. Müller Aktiengesellschaft & Co. KG
Academic monograph
Part of book/report
-
Swamy, Steve Durairaj;
Jamatia, Anupam;
Gambäck, Björn.
(2019)
Studying Generalisability across Abusive Language Detection Datasets.
Academic chapter/article/Conference paper
-
Swamy, Steve Durairaj;
Jamatia, Anupam;
Gambäck, Björn;
Das, Amitava.
(2019)
NIT_Agartala_NLP_Team at SemEval-2019 Task 6: An Ensemble Approach to Identifying and Categorizing Offensive Language in Twitter Social Media Corpora.
Academic chapter/article/Conference paper
-
Meyer, Johannes Skjeggestad;
Gambäck, Björn.
(2019)
A Platform Agnostic Dual-Strand Hate Speech Detector.
Academic chapter/article/Conference paper
-
Byrkjeland, Mats;
Lichtenberg, Frederik Gørvell de;
Gambäck, Björn.
(2018)
Ternary Twitter Sentiment Classification with Distant Supervision and Sentiment-Specific Word Embeddings.
Academic chapter/article/Conference paper
-
Zoric, Viktor;
Gambäck, Björn.
(2018)
The Image Artist: Computer Generated Art Based on Musical Input.
Academic chapter/article/Conference paper
-
Fredriksen, Valerij;
Jahren, Brage Ekroll;
Gambäck, Björn.
(2018)
Utilizing Large Twitter Corpora to Create Sentiment Lexica.
Academic chapter/article/Conference paper
-
Loller-Andersen, Malte;
Gambäck, Björn.
(2018)
Deep Learning-based Poetry Generation Given Visual Input.
Academic chapter/article/Conference paper
-
Koutsomichalis, Marinos;
Gambäck, Björn.
(2018)
Algorithmic Audio Mashups and Synthetic Soundscapes Employing Evolvable Media Repositories.
Academic chapter/article/Conference paper
-
Unsvåg, Elise Fehn;
Gambäck, Björn.
(2018)
The Effects of User Features on Twitter Hate Speech Detection.
Academic chapter/article/Conference paper
-
Sikdar, Utpal Kumar;
Barik, Biswanath;
Gambäck, Björn.
(2018)
Named Entity Recognition on Code-Switched Data Using Conditional Random Fields.
Academic chapter/article/Conference paper
-
Koutsomichalis, Marinos;
Gambäck, Björn.
(2018)
Generative Solid Modelling Employing Natural Language Understanding and 3D Data.
Academic chapter/article/Conference paper
-
Barik, Biswanath;
Sikdar, Utpal Kumar;
Gambäck, Björn.
(2018)
NTNU at SemEval-2018 Task 7: Classifier Ensembling for Semantic Relation Identification and Classification in Scientific Papers.
Academic chapter/article/Conference paper
-
Sikdar, Utpal Kumar;
Barik, Biswanath;
Gambäck, Björn.
(2018)
Flytxt_NTNU at SemEval-2018 Task 8: Identifying and Classifying Malware Text Using Conditional Random Fields and Naïve Bayes Classifiers.
Academic chapter/article/Conference paper
-
Gambäck, Björn;
Das, Amitava.
(2016)
Comparing the Level of Code-Switching in Corpora.
Academic chapter/article/Conference paper
-
Bungum, Lars;
Gambäck, Björn.
(2015)
Multi-Domain Adapted Machine Translation Using Unsupervised Text Clustering.
Academic chapter/article/Conference paper
-
Jamatia, Anupam;
Gambäck, Björn;
Das, Amitava.
(2015)
Part-of-Speech Tagging for Code-Mixed English-Hindi Twitter and Facebook Chat Messages.
Academic chapter/article/Conference paper
-
Bungum, Lars;
Gambäck, Björn.
(2015)
Self-Organizing Maps for Classification of a Multi-Labeled Corpus.
Academic chapter/article/Conference paper
-
Rudrapal, Dwijen;
Jamatia, Anupam;
Chakma, Kunal;
Das, Amitava;
Gambäck, Björn.
(2015)
Sentence Boundary Detection for Social Media Text.
Academic chapter/article/Conference paper
-
Reitan, Johan;
Faret, Jørgen;
Gambäck, Björn;
Bungum, Lars.
(2015)
Negation Scope Detection for Twitter Sentiment Analysis.
Academic chapter/article/Conference paper
-
Lynum, André;
Parkay, Partha;
Gambäck, Björn;
Jimenez, Sergio.
(2014)
NTNU: Measuring Semantic Similarity with Sublexical Feature Representations and Soft Cardinality.
Academic chapter/article/Conference paper
-
Das, Amitava;
Gambäck, Björn.
(2014)
Poetic Machine: Computational Creativity for Automatic Poetry Generation in Bengali.
Academic chapter/article/Conference paper
-
Lekvam, Torvald;
Gambäck, Björn;
Bungum, Lars.
(2014)
Agent-based modeling of language evolution.
Academic chapter/article/Conference paper
-
Das, Amitava;
Gambäck, Björn.
(2014)
Identifying Languages at the Word Level in Code-Mixed Indian Social Media Text.
Academic chapter/article/Conference paper
-
Gambäck, Björn;
Das, Amitava.
(2014)
On Measuring the Complexity of Code-Mixing.
Academic chapter/article/Conference paper
-
Selmer, Øyvind;
Brevik, Mikael;
Gambäck, Björn;
Bungum, Lars.
(2013)
NTNU: Domain Semi-Independent Short Message Sentiment Classification.
Academic chapter/article/Conference paper
-
Marsi, Erwin;
Moen, Hans;
Bungum, Lars;
Sizov, Gleb Valerjevich;
Gambäck, Björn;
Lynum, Andre.
(2013)
NTNU-CORE: Combining strong features for semantic similarity.
Academic chapter/article/Conference paper
-
Bungum, Lars;
Gambäck, Björn;
Lynum, Andre;
Marsi, Erwin.
(2013)
Improving Word Translation Disambiguation by Capturing Multiword Expressions with Dictionaries.
Academic chapter/article/Conference paper
-
Das, Amitava;
Gambäck, Björn.
(2013)
(Jantra-Na: Not-Machine) Can Only Feel (Jantrana: Pain)!.
Academic chapter/article/Conference paper
-
Das, Amitava;
Gambäck, Björn.
(2013)
Sentimental Eyes!.
Academic chapter/article/Conference paper
-
Moen, Hans;
Marsi, Erwin;
Gambäck, Björn.
(2013)
Towards Dynamic Word Sense Discrimination with Random Indexing.
Academic chapter/article/Conference paper
-
Das, Amitava;
Gambäck, Björn.
(2012)
Exploiting 5W Annotations for Opinion Tracking.
Academic chapter/article/Conference paper
-
Das, Amitava;
Bandyopadhyay, Sivaji;
Gambäck, Björn.
(2012)
Sentiment Analysis: What is the End User's Requirement?.
Academic chapter/article/Conference paper
-
Gambäck, Björn.
(2012)
Tagging and Verifying an Amharic News Corpus.
Academic chapter/article/Conference paper
-
Bungum, Lars;
Gambäck, Björn.
(2012)
Efficient N-gram Language Modeling for Billion Word Web-Corpora.
Academic chapter/article/Conference paper
-
Lynum, Andre;
Marsi, Erwin;
Bungum, Lars;
Gambäck, Björn.
(2012)
Disambiguating Word Translations with Target Language Models.
Academic chapter/article/Conference paper
-
Das, Amitava;
Gambäck, Björn.
(2012)
Sentimantics: Conceptual spaces for lexical sentiment polarity representation with contextuality.
Academic chapter/article/Conference paper
-
Balon-Perin, Alexandre;
Gambäck, Björn;
Røstad, Lillian.
(2012)
Intrusion Detection Using Ensembles.
Academic chapter/article/Conference paper
-
Marsi, Erwin;
Lynum, André;
Bungum, Lars;
Gambäck, Björn.
(2011)
Word Translation Disambiguation without Parallel Texts.
Academic chapter/article/Conference paper
-
Bungum, Lars;
Gambäck, Björn.
(2011)
A survey of Domain Adaptation in Machine Translation: Towards a refinement of domain space.
Academic chapter/article/Conference paper
-
Gambäck, Björn;
Asker, Lars.
(2010)
Experiences with Developing Language Processing Tools and Corpora for Amharic.
Academic chapter/article/Conference paper
-
Bungum, Lars;
Gambäck, Björn.
(2010)
Evolutionary Algorithms in Natural Language Processing.
Academic chapter/article/Conference paper
-
Wilks, Yorick;
Gambäck, Björn;
Danieli, Morena.
(2010)
Companionable Dialogue Systems: Introduction.
Academic chapter/article/Conference paper
-
Sileshi, Mesfin;
Gambäck, Björn.
(2009)
Evaluating Clustering Algorithms: Cluster Quality and Feature Selection in Content-Based Image Clustering.
Academic chapter/article/Conference paper
-
Ståhl, Olov;
Gambäck, Björn;
Turunen, Markku;
Hakulinen, Jaakko.
(2009)
A Mobile Health and Fitness Companion Demonstrator.
Academic chapter/article/Conference paper
-
Gambäck, Björn;
Olsson, Fredrik;
Argaw, Atelach Alemu;
Asker, Lars.
(2009)
Methods for Amharic Part-of-Speech Tagging.
Academic chapter/article/Conference paper
Report
-
Jørgensen, Tollef;
Gambäck, Björn.
(2020)
Augmenting Entity-level Sentiment Analysis with Coreference Resolution.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Masters thesis
-
Gambäck, Björn;
Bungum, Lars;
Lynum, André;
Marsi, Erwin;
Tsatsanifos, Giorgos.
(2012)
Corpus Modelling Module (ver. 2): PRESEMT Deliverable D3.3.2.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Report
-
Benyon, David;
Bradley, Jay;
Gambäck, Björn;
Hansen, Preben;
Mival, Oli;
Webb, Nick.
(2010)
Companions Evaluation Results: COMPANIONS Deliverable D1.4.3.
Edinburgh Napier University
Edinburgh Napier University
Report
-
Crook, Nigel;
Gambäck, Björn;
Granell, Ramon;
Olsson, Fredrik;
Pulman, Stephen;
Täckström, Oscar.
(2010)
Report on Clustering, Semi-supervised and Active Learning. COMPANIONS Deliverable D4.1.1.
University of Oxford
University of Oxford
Report
-
Benyon, David;
Bradley, Jay;
Gambäck, Björn;
Hansen, Preben;
Mival, Oli;
Webb, Nick.
(2010)
Evaluation Paradigm. COMPANIONS Deliverable D1.4.2.
State University of New York
State University of New York
Report
-
Benyon, David;
Bradley, Jay;
Gambäck, Björn;
Hansen, Preben;
Mival, Oli;
Webb, Nick.
(2010)
Evaluation Initial Methodology. COMPANIONS Deliverable D1.4.1, v2.
State University of New York
State University of New York
Report
-
Ranang, Martin Thorsen;
Amble, Tore;
Nordgård, Torbjørn;
Gambäck, Björn.
(2010)
Open-Domain Word-Level Interpretation of Norwegian: Towards a General Encyclopedic Question-Answering System for Norwegian.
Norges teknisk-naturvitenskapelige universitet
Doctoral Theses at NTNU, 1503-8181 (2010:11)
Doctoral dissertation
Teaching
Spring semesters: TDT4310 - Intelligent Text Analytics and Language Understanding
Fall semesters: TDT12 - Computational Creativity and TDT13 - Advanced Text Analytics and Language Understanding
Supervision
See "Writing a Master's Thesis in Language Technology or Computational Creativity".
Outreach
2023
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Academic lectureBungum, Lars; Gambäck, Björn Karl Niklas; Næss, Arild Brandrud. (2023) The NTNU System in MultiGED-2023: Contextual Flair Embeddings for Multilingual Grammatical Error Detection. NLP4CALL 2023 & MultiGED Shared Task , Torshavn 2023-05-22 - 2023-05-24
2018
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Academic lectureBarik, Biswanath; Gambäck, Björn. (2018) Causal Relation Identification in Complex Event Structures Using Convolutional Neural Networks. Third International Workshop on SCIentific DOCument Analysis (SCIDOCA2018) associated with JSAI International Symposia on AI 2018 (IsAI-2018) , Yokohama 2018-11-12 - 2018-11-13
2016
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Academic lectureGambäck, Björn Karl Niklas; Bungum, Lars. (2016) Linguistic Domains and Adaptable Companionable Agents. 1st International Workshop on Domain Adaptation for Dialog Agents (DADA) , Riva del Garda 2016-09-19 - 2016-09-23
2015
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Academic lectureGambäck, Björn. (2015) Knowledge harvesting and novelty detection using unstructured and structured textual big data. National Workshop on Big Data Analytics , Gandhinagar 2015-12-07 - 2015-12-07
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Academic lectureGambäck, Björn. (2015) Computational Linguistic Capacity Building: Creating and Collecting Language Processing Tools and Resources for Under-Resourced Languages. The 7th Forum for Information Retrieval Evaluation , Gandhinagar 2015-12-04 - 2015-12-06
2014
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Academic lectureGambäck, Björn. (2014) Computational Linguistic Creativity: The Ultimate Artificial Intelligence Challenge or (Already/Soon) State-of-the-Art?. The Second International Conference on Mining Intelligence and Knowledge Exploration , Cork 2014-12-10 - 2014-12-12
2013
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Academic lectureMarsi, Erwin; Gambäck, Björn. (2013) Disambiguation of word translations without parallel corpora. COMPUTATIONAL LINGUISTICS in the NETHERLANDS (CLIN 2013) , Enschede 2013-01-18 - 2013-01-18
2009
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Academic lectureGambäck, Björn; Olsson, Fredrik; Argaw, Atelach Alemu; Asker, Lars. (2009) An Amharic Corpus for Machine Learning. The 6th World Congress of African Linguistics , Cologne 2009-08-17 - 2009-08-21