79 citations · 276 across the 17 of their papers we have counts for
4 papers · 1 filter
Distribution Aware Metrics for Conditional Natural Language Generation
David M Chan, Yiming Ni, David A Ross +3
Traditional automated metrics for evaluating conditional natural language generation use pairwise comparisons between a single generated text and the best-matching gold-standard gr…
What's The Latest? A Question-driven News Chatbot
Philippe Laban, John Canny, Marti A. Hearst
This work describes an automatic news chatbot that draws content from a diverse set of news articles and creates conversations with a user about the news. Key components of the sys…
The Summary Loop: Learning to Write Abstractive Summaries Without Examples
Philippe Laban, Andrew Hsi, John Canny +1
This work presents a new approach to unsupervised abstractive summarization based on maximizing a combination of coverage and fluency for a given length constraint. It introduces a…
A Dataset and Benchmarks for Multimedia Social Analysis
Bofan Xue, David Chan, John Canny
We present a new publicly available dataset with the goal of advancing multi-modality learning by offering vision and language data within the same context. This is achieved by obt…