Search Results for author:
Found 8 papers, 2 papers with code
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks
Scientific article summarization is challenging: large, annotated corpora are not available, and the summary should ideally include the article's impacts on research community.
Ranked #1 on
Scientific Document Summarization
on CL-SciSumm
Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model
Automatic generation of summaries from multiple news articles is a valuable tool as the number of online publications grows rapidly.
Ranked #5 on
Multi-Document Summarization
on Multi-News
What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning
The dataset will be useful for educational purposes such as lecture preparation and organization as well as applications such as reading list generation.
Zero-shot Transfer Learning for Semantic Parsing
In this paper we propose to use feature transfer in a zero-shot experimental setting on the task of semantic parsing.
TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation
The field of Natural Language Processing (NLP) is growing rapidly, with new research published daily along with an abundance of tutorials, codebases and other online resources.
Generating Extractive Summaries of Scientific Paradigms
Researchers and scientists increasingly find themselves in the position of having to quickly understand large amounts of technical material.
Heterogeneous Networks and Their Applications: Scientometrics, Name Disambiguation, and Topic Modeling
We present heterogeneous networks as a way to unify lexical networks with relational data.
