109 citations · 428 across the 36 of their papers we have counts for
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cs.CL2020
Towards Interpretable Reasoning over Paragraph Effects in Situation
Mucheng Ren, Xiubo Geng, Tao Qin +2
We focus on the task of reasoning over paragraph effects in situation, which requires a model to understand the cause and effect described in a background paragraph, and apply the…
cs.CL2020★ 3 cited
Knowledge-Aware Procedural Text Understanding with Multi-Stage Training
Zhihan Zhang, Xiubo Geng, Tao Qin +2
Procedural text describes dynamic state changes during a step-by-step natural process (e.g., photosynthesis). In this work, we focus on the task of procedural text understanding, w…
cs.CL2020★ 10 cited
DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding
Yuyu Zhang, Ping Nie, Xiubo Geng +3
Recent studies on open-domain question answering have achieved prominent performance improvement using pre-trained language models such as BERT. State-of-the-art approaches typical…