EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations

no code implementations • 19 May 2024 • Chiyu Zhang, Yifei Sun, Minghao Wu, Jun Chen, Jie Lei, Muhammad Abdul-Mageed, Rong Jin, Angli Liu, Ji Zhu, Sem Park, Ning Yao, Bo Long

Content-based recommendation systems play a crucial role in delivering personalized content to users in the digital world.

Decoder Language Modelling +2

Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition

1 code implementation • NAACL 2019 • Angli Liu, Jingfei Du, Veselin Stoyanov

Our Knowledge-Augmented Language Model (KALM) continues this line of work by augmenting a traditional model with a KB.

Language Modelling named-entity-recognition +3

Context Models for OOV Word Translation in Low-Resource Languages

no code implementations • WS 2018 • Angli Liu, Katrin Kirchhoff

Out-of-vocabulary word translation is a major problem for the translation of low-resource languages that suffer from a lack of parallel training data.

Machine Translation Sentence +2

Effective Crowd Annotation for Relation Extraction

no code implementations • NAACL 2016 • Angli Liu, Stephen Soderland, Jonathan Bragg, Christopher H. Lin, Xiao Ling, Daniel S. Weld

Knowledge Base Population Question Answering +3