4 papers
Solving Situation Puzzles with Large Language Model and External Reformulation
Kun Li, Xinwei Chen, Tianyou Song +5
In recent years, large language models (LLMs) have shown an impressive ability to perform arithmetic and symbolic reasoning tasks. However, we found that LLMs (e.g., ChatGPT) canno…
Offline Signature Verification Based on Feature Disentangling Aided Variational Autoencoder
Hansong Zhang, Jiangjian Guo, Kun Li +2
Offline handwritten signature verification systems are used to verify the identity of individuals, through recognizing their handwritten signature image as genuine signatures or fo…
Mix of Experts Language Model for Named Entity Recognition
Xinwei Chen, Kun Li, Tianyou Song +1
Named Entity Recognition (NER) is an essential steppingstone in the field of natural language processing. Although promising performance has been achieved by various distantly supe…
Few-shot Name Entity Recognition on StackOverflow
Xinwei Chen, Kun Li, Tianyou Song +1
StackOverflow, with its vast question repository and limited labeled examples, raise an annotation challenge for us. We address this gap by proposing RoBERTa+MAML, a few-shot named…