Personal Attribute Prediction from Conversations

Author:

Liu Yinan1,Chen Hu1,Shen Wei1

Affiliation:

1. Nankai University, China

Funder

YESS by CAST

CAAI-Huawei MindSpore Open Fund

National Natural Science Foundation of China

Natural Science Foundation of Tianjin

Publisher

ACM

Reference19 articles.

1. Krisztian Balog and Tom Kenter. 2019. Personal knowledge graphs: A research agenda. In SIGIR. 217–220. Krisztian Balog and Tom Kenter. 2019. Personal knowledge graphs: A research agenda. In SIGIR. 217–220.

2. Angelo Basile , Gareth Dwyer , Maria Medvedeva , Josine Rawee , Hessel Haagsma , and Malvina Nissim . 2017 . N-GrAM: New Groningen Author-profiling Model—Notebook for PAN . In CEUR Workshop Proceedings, Vol. 1866 . Angelo Basile, Gareth Dwyer, Maria Medvedeva, Josine Rawee, Hessel Haagsma, and Malvina Nissim. 2017. N-GrAM: New Groningen Author-profiling Model—Notebook for PAN. In CEUR Workshop Proceedings, Vol. 1866.

3. Roy Khristopher Bayot and Teresa Gonçalves . 2017 . Age and gender classification of tweets using convolutional neural networks . In International Workshop on Machine Learning, Optimization, and Big Data. Springer, 337–348 . Roy Khristopher Bayot and Teresa Gonçalves. 2017. Age and gender classification of tweets using convolutional neural networks. In International Workshop on Machine Learning, Optimization, and Big Data. Springer, 337–348.

4. Hongyan Jing Nanda Kambhatla and Salim Roukos. 2007. Extracting social networks and biographical facts from conversational speech transcripts. In ACL. 1040–1047. Hongyan Jing Nanda Kambhatla and Salim Roukos. 2007. Extracting social networks and biographical facts from conversational speech transcripts. In ACL. 1040–1047.

5. Personal knowledge graph population from user utterances in conversational understanding

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1. Representation Learning for Person or Entity-Centric Knowledge Graphs: An Application in Healthcare;Proceedings of the 12th Knowledge Capture Conference 2023;2023-12-05

2. Chatbots in Educational Recommender Systems: A Systematic Literature Review;2023 IEEE Frontiers in Education Conference (FIE);2023-10-18

3. A comprehensive survey of personal knowledge graphs;WIREs Data Mining and Knowledge Discovery;2023-08-10

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