9 citations · 19 across the 5 of their papers we have counts for
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cs.CL2022★ 9 cited
Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration
Feng Nie, Meixi Chen, Zhirui Zhang +1
Pre-trained language models (PLMs) have exhibited remarkable few-shot learning capabilities when provided a few examples in a natural language prompt as demonstrations of test inst…
cs.CL2018★ 9 cited
Operations Guided Neural Networks for High Fidelity Data-To-Text Generation
Feng Nie, Jinpeng Wang, Jin-Ge Yao +2
Recent neural models for data-to-text generation are mostly based on data-driven end-to-end training over encoder-decoder networks. Even though the generated texts are mostly fluen…
cs.CL2018
Incorporating Consistency Verification into Neural Data-to-Document Generation
Feng Nie, Hailin Chen, Jinpeng Wang +3
Recent neural models for data-to-document generation have achieved remarkable progress in producing fluent and informative texts. However, large proportions of generated texts do n…