Binbin Xie — accepted AI-conference papers

2022

WR-One2Set: Towards Well-Calibrated Keyphrase Generation

Binbin Xie, Xiangpeng Wei, Baosong Yang, Huan Lin, Jun Xie, Xiaoli Wang +2

EMNLP 2022main

Keyphrase generation aims to automatically generate short phrases summarizing an input document. The recently emerged ONE2SET paradigm (Ye et al., 2021) generates keyphrases as a set and has achieved competitive performance. Nevertheless, we observe serious calibration errors outputted by ONE2SET, e…

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2021

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

Binbin Xie, Jinsong Su, Yubin Ge, Xiang Li, Jianwei Cui, Junfeng Yao +1

AAAI 2021technical

Code generation aims to automatically generate a piece of code given an input natural language utterance. Currently, among dominant models, it is treated as a sequence-to-tree task, where a decoder outputs a sequence of actions corresponding to the pre-order traversal of an Abstract Syntax Tree. How…

Cited by 28 Source ↗PDF ↗code ↗Scholar ↗