Peng Liu
Publications
2024
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Mangiavacchi, Arianna;
Morelli, Gabrielle;
Reppe, Sjur;
Eggerschwiler, Benjamin;
Liu, Peng;
Saera, Alfonso.
(2024)
LINE-1 RNA triggers matrix formation in bone cells via a PKR-mediated inflammatory response.
EMBO Journal
Academic article
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Liu, Peng;
Tønnesen, Jens;
Caetano, Luis;
Bergsdal, Håvard;
Justo Alonso, Maria;
Kind, Reidar.
(2024)
Optimizing ventilation systems considering operational and embodied emissions with life cycle based method.
Energy and Buildings
Academic article
2023
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Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2023)
Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems.
Transactions of the Association for Computational Linguistics
Academic article
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Kille, Benjamin Uwe;
Lommatzsch, Andreas;
Özgöbek, Özlem;
Liu, Peng;
Eide, Simen;
Zhang, Lemei.
(2023)
The Eleventh International Workshop on News Recommendation and Analytics (INRA’23).
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
-
Xing, Yujie;
Liu, Peng.
(2023)
Prompt and instruction-based tuning for response generation in conversational quesition answering.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Zhang, Lemei;
Liu, Peng;
Gulla, Jon Atle.
(2023)
Recommending on graphs: a comprehensive review from a data perspective.
User modeling and user-adapted interaction
Academic literature review
2022
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Liu, Peng;
Marco, Cristina;
Gulla, Jon Atle.
(2022)
Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings.
European Language Resources Association
Academic chapter/article/Conference paper
-
Özgöbek, Özlem;
Lommatzsch, Andreas;
Kille, Benjamin Uwe;
Liu, Peng;
Malthouse, Edward C.;
Gulla, Jon Atle.
(2022)
Preface to INRA and IWILDS 2022.
CEUR Workshop Proceedings
Editorial
-
Özgöbek, Özlem;
Lommatzsch, Andreas;
Kille, Benjamin Uwe;
Liu, Peng;
Malthouse, Edward C.;
Gulla, Jon Atle.
(2022)
Preface to INRA 2022.
CEUR Workshop Proceedings
Editorial
2021
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Özgöbek, Özlem;
Lommatzsch, Andreas;
Kille, Benjamin Uwe;
Liu, Peng;
Pu, Zhixin;
Gulla, Jon Atle.
(2021)
9th International Workshop on News Recommendation and Analytics.
Fifteenth ACM Conference on Recommender Systems
Academic article
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2021)
Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis.
ACM Transactions on Information Systems
Academic article
2019
-
Zhang, Lemei;
Liu, Peng;
Gulla, Jon Atle.
(2019)
Dynamic attention-integrated neural network for session-based news recommendation.
Machine Learning
Academic article
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2019)
Dynamic attention-based explainable recommendation with textual and visual fusion.
Information Processing & Management
Academic article
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2019)
Real-time social recommendation based on graph embedding and temporal context.
International Journal of Human-Computer Studies
Academic article
2017
-
Gulla, Jon Atle;
Zhang, Lemei;
Liu, Peng;
Özgöbek, Özlem;
Su, Xiaomeng.
(2017)
The Adressa dataset for news recommendation.
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
2016
-
Liu, Peng;
Gulla, Jon Atle;
Zhang, Lemei.
(2016)
Dynamic topic-based sentiment analysis of large-scale online news.
Lecture Notes in Computer Science (LNCS)
Academic article
Journal publications
-
Mangiavacchi, Arianna;
Morelli, Gabrielle;
Reppe, Sjur;
Eggerschwiler, Benjamin;
Liu, Peng;
Saera, Alfonso.
(2024)
LINE-1 RNA triggers matrix formation in bone cells via a PKR-mediated inflammatory response.
EMBO Journal
Academic article
-
Liu, Peng;
Tønnesen, Jens;
Caetano, Luis;
Bergsdal, Håvard;
Justo Alonso, Maria;
Kind, Reidar.
(2024)
Optimizing ventilation systems considering operational and embodied emissions with life cycle based method.
Energy and Buildings
Academic article
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2023)
Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems.
Transactions of the Association for Computational Linguistics
Academic article
-
Xing, Yujie;
Liu, Peng.
(2023)
Prompt and instruction-based tuning for response generation in conversational quesition answering.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Zhang, Lemei;
Liu, Peng;
Gulla, Jon Atle.
(2023)
Recommending on graphs: a comprehensive review from a data perspective.
User modeling and user-adapted interaction
Academic literature review
-
Özgöbek, Özlem;
Lommatzsch, Andreas;
Kille, Benjamin Uwe;
Liu, Peng;
Malthouse, Edward C.;
Gulla, Jon Atle.
(2022)
Preface to INRA and IWILDS 2022.
CEUR Workshop Proceedings
Editorial
-
Özgöbek, Özlem;
Lommatzsch, Andreas;
Kille, Benjamin Uwe;
Liu, Peng;
Malthouse, Edward C.;
Gulla, Jon Atle.
(2022)
Preface to INRA 2022.
CEUR Workshop Proceedings
Editorial
-
Özgöbek, Özlem;
Lommatzsch, Andreas;
Kille, Benjamin Uwe;
Liu, Peng;
Pu, Zhixin;
Gulla, Jon Atle.
(2021)
9th International Workshop on News Recommendation and Analytics.
Fifteenth ACM Conference on Recommender Systems
Academic article
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2021)
Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis.
ACM Transactions on Information Systems
Academic article
-
Zhang, Lemei;
Liu, Peng;
Gulla, Jon Atle.
(2019)
Dynamic attention-integrated neural network for session-based news recommendation.
Machine Learning
Academic article
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2019)
Dynamic attention-based explainable recommendation with textual and visual fusion.
Information Processing & Management
Academic article
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2019)
Real-time social recommendation based on graph embedding and temporal context.
International Journal of Human-Computer Studies
Academic article
-
Liu, Peng;
Gulla, Jon Atle;
Zhang, Lemei.
(2016)
Dynamic topic-based sentiment analysis of large-scale online news.
Lecture Notes in Computer Science (LNCS)
Academic article
Part of book/report
-
Kille, Benjamin Uwe;
Lommatzsch, Andreas;
Özgöbek, Özlem;
Liu, Peng;
Eide, Simen;
Zhang, Lemei.
(2023)
The Eleventh International Workshop on News Recommendation and Analytics (INRA’23).
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
-
Liu, Peng;
Marco, Cristina;
Gulla, Jon Atle.
(2022)
Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings.
European Language Resources Association
Academic chapter/article/Conference paper
-
Gulla, Jon Atle;
Zhang, Lemei;
Liu, Peng;
Özgöbek, Özlem;
Su, Xiaomeng.
(2017)
The Adressa dataset for news recommendation.
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
Teaching
Courses
Outreach
2024
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LectureLiu, Peng. (2024) Natural Language Processing with Knowledge Graphs. Universitetet i Bergen INFO320 Research Topics in Semantic Information Systems 2024-02-15 -
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LectureLiu, Peng. (2024) Representation Learning in NLP (basics technologies). NTNU PROG2051 Artificial Intelligence , Gjøvik 2024-02-28 -
2022
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PosterXing, Yujie; Cai, Jinglun; Barlaug, Nils; Liu, Peng; Gulla, Jon Atle. (2022) Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation. Association for Computational Linguistics Findings of the Association for Computational Linguistics: NAACL 2022 , Seattle 2022-07-10 - 2022-07-15
2019
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Academic lectureLiu, Peng; Marco, Cristina; Gulla, Jon Atle. (2019) Semi-supervised sentiment analysis for under-resourced languages with a sentiment lexicon. 7th International Workshop on News Recommendation and Analytics (INRA'19) , Copenhagen 2019-09-19 - 2019-09-29
2018
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Academic lectureZhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2018) A Deep Joint Network for Session-based News Recommendations with Contextual Augmentation. The 29th ACM Conference on Hypertext and Social Media , Baltimore, MD 2018-07-09 - 2018-07-12
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Academic lectureLiu, Peng; Zhang, Lemei; Gulla, Jon Atle. (2018) Learning Multi-granularity Dynamic Network Representations for Social Recommendation. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) , Dublin 2018-09-10 - 2018-09-14
2017
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Academic lectureZhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2017) A Neural Time Series Forecasting Model for User Interests Prediction On Twitter. Maria Bielikova, Eelco Herder, Federica Cena, Michel Desmara 25th International Conference on User Modeling, Adaptation and Personalization , Bratislava 2017-07-09 - 2017-07-12
2016
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Academic lectureLiu, Peng; Gulla, Jon Atle; Zhang, Lemei. (2016) Dynamic Topic-Based Sentiment Analysis of Large-Scale Online News. Maria Orlowska, Hong Mei, Marek Rusinkiewicz, Yanchun Zhang 17th International Conference on Web Information Systems Engineering , Shanghai 2016-11-07 - 2016-11-10