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Churui Sun

3 accepted papers

2026

Bridging Scale Discrepancies in Robotic Control via Language-Based Action Representations

AAAI 2026technical

Recent end-to-end robotic manipulation research increasingly adopts architectures inspired by large language models to enable robust manipulation. However, a critical challenge arises from severe distribution shifts between robotic action data, primarily due to substantial numerical variations in ac

Cited by 0SourcePDFScholar
2024

A Self-verified Method for Exploring Simile Knowledge from Pre-trained Language Models

COLING 2024main

Simile tasks are challenging in natural language processing (NLP) because models require adequate world knowledge to produce predictions. In recent years, pre-trained language models (PLMs) have succeeded in NLP since they learn generic knowledge from a large corpus. The knowledge embedded in PLMs c…

2023

I run as fast as a rabbit, can you? A Multilingual Simile Dialogues Datasets

ACL 2023findings

A simile is a figure of speech that compares two different things (called the tenor and the vehicle) via shared properties. The tenor and the vehicle are usually connected with comparator words such as “like” or “as”. The simile phenomena are unique and complex in a real-life dialogue scene where th…