513 citations · 1.8k across the 73 of their papers we have counts for
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Semantic Role Labeling Guided Out-of-distribution Detection
Jinan Zou, Maihao Guo, Yu Tian +5
Identifying unexpected domain-shifted instances in natural language processing is crucial in real-world applications. Previous works identify the out-of-distribution (OOD) instance…
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model
Jinan Zou, Haiyao Cao, Lingqiao Liu +3
Natural Language Processing(NLP) demonstrates a great potential to support financial decision-making by analyzing the text from social media or news outlets. In this work, we build…
Creating Auxiliary Representations from Charge Definitions for Criminal Charge Prediction
Liangyi Kang, Jie Liu, Lingqiao Liu +2
Charge prediction, determining charges for criminal cases by analyzing the textual fact descriptions, is a promising technology in legal assistant systems. In practice, the fact de…
Question Answering over Freebase via Attentive RNN with Similarity Matrix based CNN
Yingqi Qu, Jie Liu, Liangyi Kang +2
With the rapid growth of knowledge bases (KBs), question answering over knowledge base, a.k.a. KBQA has drawn huge attention in recent years. Most of the existing KBQA methods foll…