Peng Liu
Publikasjoner
2025
-
Rosa, Javier De La;
Mikhailov, Vladislav;
Zhang, Lemei;
Wetjen, Freddy;
Samuel, David;
Liu, Peng.
(2025)
The Impact of Copyrighted Material on Large Language Models: A Norwegian Perspective.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2024
-
Zhang, Lemei;
Liu, Peng;
T., Henriksboe, Marcus;
Lauvrak, Even Wienenga;
Gulla, Jon Atle;
Ramampiaro, Heri.
(2024)
PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Liu, Peng;
Zhang, Lemei;
Farup, Terje Nissen;
Lauvrak, Even Wienenga;
Ingvaldsen, Jon Espen;
Eide, Simen.
(2024)
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2023
-
Zhang, Lemei;
Liu, Peng;
Gulla, Jon Atle.
(2023)
Recommending on graphs: a comprehensive review from a data perspective.
User modeling and user-adapted interaction
Vitenskapelig oversiktsartikkel/review
-
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).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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
Vitenskapelig artikkel
-
Xing, Yujie;
Liu, Peng.
(2023)
Prompt and instruction-based tuning for response generation in conversational quesition answering.
Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel
2022
-
Özgöbek, Özlem;
Lommatzsch, Andreas;
Kille, Benjamin Uwe;
Liu, Peng;
Malthouse, Edward C.;
Gulla, Jon Atle.
(2022)
Preface to INRA 2022.
CEUR Workshop Proceedings
Leder
-
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
Leder
-
Liu, Peng;
Marco, Cristina;
Gulla, Jon Atle.
(2022)
Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
2021
-
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
Vitenskapelig artikkel
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2021)
Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis.
ACM Transactions on Information Systems
Vitenskapelig artikkel
2019
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2019)
Dynamic attention-based explainable recommendation with textual and visual fusion.
Information Processing & Management
Vitenskapelig artikkel
-
Zhang, Lemei;
Liu, Peng;
Gulla, Jon Atle.
(2019)
Dynamic attention-integrated neural network for session-based news recommendation.
Machine Learning
Vitenskapelig artikkel
2018
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2018)
Real-time social recommendation based on graph embedding and temporal context.
International Journal of Human-Computer Studies
Vitenskapelig artikkel
2017
-
Gulla, Jon Atle;
Zhang, Lemei;
Liu, Peng;
Özgöbek, Özlem;
Su, Xiaomeng.
(2017)
The Adressa dataset for news recommendation.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
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)
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
Zhang, Lemei;
Liu, Peng;
Gulla, Jon Atle.
(2023)
Recommending on graphs: a comprehensive review from a data perspective.
User modeling and user-adapted interaction
Vitenskapelig oversiktsartikkel/review
-
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
Vitenskapelig artikkel
-
Xing, Yujie;
Liu, Peng.
(2023)
Prompt and instruction-based tuning for response generation in conversational quesition answering.
Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel
-
Özgöbek, Özlem;
Lommatzsch, Andreas;
Kille, Benjamin Uwe;
Liu, Peng;
Malthouse, Edward C.;
Gulla, Jon Atle.
(2022)
Preface to INRA 2022.
CEUR Workshop Proceedings
Leder
-
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
Leder
-
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
Vitenskapelig artikkel
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2021)
Multilingual Review-aware Deep Recommender System via Aspect-based Sentiment Analysis.
ACM Transactions on Information Systems
Vitenskapelig artikkel
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2019)
Dynamic attention-based explainable recommendation with textual and visual fusion.
Information Processing & Management
Vitenskapelig artikkel
-
Zhang, Lemei;
Liu, Peng;
Gulla, Jon Atle.
(2019)
Dynamic attention-integrated neural network for session-based news recommendation.
Machine Learning
Vitenskapelig artikkel
-
Liu, Peng;
Zhang, Lemei;
Gulla, Jon Atle.
(2018)
Real-time social recommendation based on graph embedding and temporal context.
International Journal of Human-Computer Studies
Vitenskapelig artikkel
-
Liu, Peng;
Gulla, Jon Atle;
Zhang, Lemei.
(2016)
Dynamic topic-based sentiment analysis of large-scale online news.
Lecture Notes in Computer Science (LNCS)
Vitenskapelig artikkel
Del av bok/rapport
-
Rosa, Javier De La;
Mikhailov, Vladislav;
Zhang, Lemei;
Wetjen, Freddy;
Samuel, David;
Liu, Peng.
(2025)
The Impact of Copyrighted Material on Large Language Models: A Norwegian Perspective.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Zhang, Lemei;
Liu, Peng;
T., Henriksboe, Marcus;
Lauvrak, Even Wienenga;
Gulla, Jon Atle;
Ramampiaro, Heri.
(2024)
PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Liu, Peng;
Zhang, Lemei;
Farup, Terje Nissen;
Lauvrak, Even Wienenga;
Ingvaldsen, Jon Espen;
Eide, Simen.
(2024)
NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
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).
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Liu, Peng;
Marco, Cristina;
Gulla, Jon Atle.
(2022)
Building Sentiment Lexicons for Mainland Scandinavian Languages Using Machine Translation and Sentence Embeddings.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
-
Gulla, Jon Atle;
Zhang, Lemei;
Liu, Peng;
Özgöbek, Özlem;
Su, Xiaomeng.
(2017)
The Adressa dataset for news recommendation.
Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
Undervisning
Emner
Formidling
2025
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Faglig foredragLiu, Peng; Zhang, Lemei. (2025) Exploring the Frontier of Norwegian Large Language Models. Workshop med NTNU Universitetsbiblioteket , Trondheim 2025-12-02 -
2024
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Faglig foredragLiu, Peng. (2024) Representation Learning in NLP (basics technologies). PROG2051 Artificial Intelligence , Gjøvik 2024-02-28 -
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Faglig foredragLiu, Peng. (2024) Natural Language Processing with Knowledge Graphs. INFO320 Research Topics in Semantic Information Systems 2024-02-15 -
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Vitenskapelig foredragZhang, Lemei; Liu, Peng; Deldjoo, Yashar; Zheng, Yong; Gulla, Jon Atle. (2024) Understanding Language Modeling Paradigm Adaptations in Recommender Systems: Lessons Learned and Open Challenges. 27th European Conference on Artificial Intelligence , Santiago de Compostela 2024-10-19 - 2024-10-24
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. Findings of the Association for Computational Linguistics: NAACL 2022 , Seattle 2022-07-10 - 2022-07-15
2021
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Faglig foredragGulla, Jon Atle; Liu, Peng; Kutuzov, Andrey. (2021) New language models. NorwAI Innovate , Trondheim 2021-10-20 - 2021-10-21
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Vitenskapelig foredragLiu, Peng. (2021) Language models in NorwAI. Worskhop med Nasjonalbiblioteket , Trondheim 2021-10-22 -
2019
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Vitenskapelig foredragLiu, 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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Vitenskapelig foredragZhang, 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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Vitenskapelig foredragLiu, 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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Vitenskapelig foredragZhang, Lemei; Liu, Peng; Gulla, Jon Atle. (2017) A Neural Time Series Forecasting Model for User Interests Prediction On Twitter. 25th International Conference on User Modeling, Adaptation and Personalization , Bratislava 2017-07-09 - 2017-07-12
2016
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Vitenskapelig foredragLiu, Peng; Gulla, Jon Atle; Zhang, Lemei. (2016) Dynamic Topic-Based Sentiment Analysis of Large-Scale Online News. 17th International Conference on Web Information Systems Engineering , Shanghai 2016-11-07 - 2016-11-10