972 citations · 1.2k across the 31 of their papers we have counts for
8 papers · 1 filter
Diaformer: Automatic Diagnosis via Symptoms Sequence Generation
Junying Chen, Dongfang Li, Qingcai Chen +2
Automatic diagnosis has attracted increasing attention but remains challenging due to multi-step reasoning. Recent works usually address it by reinforcement learning methods. Howev…
Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction
Dongfang Li, Baotian Hu, Qingcai Chen +3
Recent works have shown explainability and robustness are two crucial ingredients of trustworthy and reliable text classification. However, previous works usually address one of tw…
VLDeformer: Vision-Language Decomposed Transformer for Fast Cross-Modal Retrieval
Lisai Zhang, Hongfa Wu, Qingcai Chen +6
Cross-model retrieval has emerged as one of the most important upgrades for text-only search engines (SE). Recently, with powerful representation for pairwise text-image inputs via…
Sentence-level Online Handwritten Chinese Character Recognition
Yunxin Li, Qian Yang, Qingcai Chen +4
Single online handwritten Chinese character recognition~(single OLHCCR) has achieved prominent performance. However, in real application scenarios, users always write multiple Chin…
GlyphCRM: Bidirectional Encoder Representation for Chinese Character with its Glyph
Yunxin Li, Yu Zhao, Baotian Hu +5
Previous works indicate that the glyph of Chinese characters contains rich semantic information and has the potential to enhance the representation of Chinese characters. The typic…
Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning
Shuoran Jiang, Qingcai Chen, Xin Liu +2
Graph convolutional network (GCN) has become popular in various natural language processing (NLP) tasks with its superiority in long-term and non-consecutive word interactions. How…