PolyLM: An Open Source Polyglot Large Language Model

1 code implementation • 12 Jul 2023 • Xiangpeng Wei, Haoran Wei, Huan Lin, TianHao Li, Pei Zhang, Xingzhang Ren, Mei Li, Yu Wan, Zhiwei Cao, Binbin Xie, Tianxiang Hu, Shangjie Li, Binyuan Hui, Bowen Yu, Dayiheng Liu, Baosong Yang, Fei Huang, Jun Xie

Large language models (LLMs) demonstrate remarkable ability to comprehend, reason, and generate following nature language instructions.

Language Modelling Large Language Model +1

From Statistical Methods to Deep Learning, Automatic Keyphrase Prediction: A Survey

no code implementations • 4 May 2023 • Binbin Xie, Jia Song, Liangying Shao, Suhang Wu, Xiangpeng Wei, Baosong Yang, Huan Lin, Jun Xie, Jinsong Su

In this paper, we comprehensively summarize representative studies from the perspectives of dominant models, datasets and evaluation metrics.

WR-ONE2SET: Towards Well-Calibrated Keyphrase Generation

1 code implementation • 13 Nov 2022 • Binbin Xie, Xiangpeng Wei, Baosong Yang, Huan Lin, Jun Xie, Xiaoli Wang, Min Zhang, Jinsong Su

Keyphrase generation aims to automatically generate short phrases summarizing an input document.

Keyphrase Generation

Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning

no code implementations • 31 May 2021 • Binbin Xie, Jinsong Su, Yubin Ge, Xiang Li, Jianwei Cui, Junfeng Yao, Bin Wang

However, such a decoder only exploits the preorder traversal based preceding actions, which are insufficient to ensure correct action predictions.

Code Generation