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…
GPTDrawer: Enhancing Visual Synthesis through ChatGPT
Kun Li, Xinwei Chen, Tianyou Song +3
In the burgeoning field of AI-driven image generation, the quest for precision and relevance in response to textual prompts remains paramount. This paper introduces GPTDrawer, an i…
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…