3 papers
cs.CL2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings
Che Liu, Rui Wang, Junfeng Jiang +2
In this paper, we introduce the task of learning unsupervised dialogue embeddings. Trivial approaches such as combining pre-trained word or sentence embeddings and encoding through…
cs.CL2020
Sequential Sentence Matching Network for Multi-turn Response Selection in Retrieval-based Chatbots
Chao Xiong, Che Liu, Zijun Xu +2
Recently, open domain multi-turn chatbots have attracted much interest from lots of researchers in both academia and industry. The dominant retrieval-based methods use context-resp…
q-fin.CP2018
Constructing Financial Sentimental Factors in Chinese Market Using Natural Language Processing
Junfeng Jiang, Jiahao Li
In this paper, we design an integrated algorithm to evaluate the sentiment of Chinese market. Firstly, with the help of the web browser automation, we crawl a lot of news and comme…