HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent

1 code implementation • 1 Feb 2024 • Weijie Xu, Zicheng Huang, Wenxiang Hu, Xi Fang, Rajesh Kumar Cherukuri, Naumaan Nayyar, Lorenzo Malandri, Srinivasan H. Sengamedu

The data generation pipeline is transferable and can be easily adapted for labeled conversation data generation in other domains.

WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation

no code implementations • 20 Dec 2023 • Zhaojian Yu, Xin Zhang, Ning Shang, Yangyu Huang, Can Xu, Yishujie Zhao, Wenxiang Hu, Qiufeng Yin

This paper thus offers a significant contribution to the field of instruction data generation and fine-tuning models, providing new insights and tools for enhancing performance in code-related tasks.

Code Generation

DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM

1 code implementation • 23 Oct 2023 • Weijie Xu, Wenxiang Hu, Fanyou Wu, Srinivasan Sengamedu

Additionally, by exploiting the power of diffusion model, our framework also provides the capability to do topic based text generation.

Text Generation Topic Models

WizardCoder: Empowering Code Large Language Models with Evol-Instruct

2 code implementations • 14 Jun 2023 • Ziyang Luo, Can Xu, Pu Zhao, Qingfeng Sun, Xiubo Geng, Wenxiang Hu, Chongyang Tao, Jing Ma, QIngwei Lin, Daxin Jiang

Moreover, our model even outperforms the largest closed LLMs, Anthropic's Claude and Google's Bard, on HumanEval and HumanEval+.

Code Generation