Feng Sun

Exploring Intent-driven Multimodal Interface for Geographical Information System

2015

Geographic Information Systems (GIS) offers a large amount of functions for performing spatial analysis and geospatial information retrieval. However, off-the-shelf GIS remains difficult to use for occasional GIS experts. The major problem lies in that …

The Key Technology Research and Application of Re-configurable Real-time Data Process System

2018 · DEStech Transactions on Computer Science and Engineering

In aerospace launching mission, the requirements of the tracking and control system are frequently changing, which cause the high costs of software maintenance and low software reliability. To solve this problem, we research some key …

HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition

2024

Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024.

MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning

2024 · arXiv (Cornell University)

Parameter-efficient fine-tuning (PEFT) has been widely employed for domain adaptation, with LoRA being one of the most prominent methods due to its simplicity and effectiveness. However, in multi-task learning (MTL) scenarios, LoRA tends to obscure …