Search Results for author: Qianghuai Jia

Found 5 papers, 3 papers with code

Making Language Models Better Tool Learners with Execution Feedback

1 code implementation22 May 2023 Shuofei Qiao, Honghao Gui, Chengfei Lv, Qianghuai Jia, Huajun Chen, Ningyu Zhang

To meet this need, we propose Tool leaRning wIth exeCution fEedback (TRICE), a two-stage end-to-end framework that enables the model to continually learn through feedback derived from tool execution, thereby learning when and how to use tools effectively.

Language Modelling Large Language Model +1

A Concept Knowledge Graph for User Next Intent Prediction at Alipay

no code implementations2 Jan 2023 Yacheng He, Qianghuai Jia, Lin Yuan, Ruopeng Li, Yixin Ou, Ningyu Zhang

This paper illustrates the technologies of user next intent prediction with a concept knowledge graph.

Conceptualized Representation Learning for Chinese Biomedical Text Mining

1 code implementation25 Aug 2020 Ningyu Zhang, Qianghuai Jia, Kangping Yin, Liang Dong, Feng Gao, Nengwei Hua

In this paper, we investigate how the recently introduced pre-trained language model BERT can be adapted for Chinese biomedical corpora and propose a novel conceptualized representation learning approach.

Language Modelling Representation Learning

Context-aware Deep Model for Entity Recommendation in Search Engine at Alibaba

no code implementations6 Sep 2019 Qianghuai Jia, Ningyu Zhang, Nengwei Hua

Entity recommendation, providing search users with an improved experience via assisting them in finding related entities for a given query, has become an indispensable feature of today's search engines.

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