no code implementations • 8 Apr 2024 • Zoltan Csaki, Bo Li, Jonathan Li, Qiantong Xu, Pian Pawakapan, Leon Zhang, Yun Du, Hengyu Zhao, Changran Hu, Urmish Thakker
In this paper, we present a comprehensive investigation into the adaptation of LLMs to new languages.
1 code implementation • 25 May 2023 • Qiantong Xu, Fenglu Hong, Bo Li, Changran Hu, Zhengyu Chen, Jian Zhang
In this paper, we ask can we enhance open-source LLMs to be competitive to leading closed LLM APIs in tool manipulation, with practical amount of human supervision.
no code implementations • 21 Mar 2022 • Changran Hu, Akshara Reddi Methukupalli, Yutong Zhou, Chen Wu, Yubo Chen
In particular, we propose to apply the BIO tagging scheme instead of the conventional binary scheme to mine the code solutions which are often composed of multiple blocks of a post.
no code implementations • NAACL 2021 • Yubo Chen, Yunqi Zhang, Changran Hu, Yongfeng Huang
To explore entity pairs that may be implicitly connected by relations, we propose a binary pointer network to extract overlapping relational triples relevant to each word sequentially and retain the information of previously extracted triples in an external memory.
no code implementations • 12 Apr 2021 • Dawn Drain, Changran Hu, Chen Wu, Mikhail Breslav, Neel Sundaresan
To demonstrate the effectiveness of our model designs, we perform extensive experiments with CodeSearchNet which contains template functions and CoNaLa which contains Stack Overflow intent-snippet pairs.
2 code implementations • 14 Dec 2017 • Jian Wu, Changran Hu, Yulong Wang, Xiaolin Hu, Jun Zhu
In this paper, we present a hierarchical recurrent neural network for melody generation, which consists of three Long-Short-Term-Memory (LSTM) subnetworks working in a coarse-to-fine manner along time.
Sound Multimedia