26 citations · 27 across the 4 of their papers we have counts for
4 papers · 1 filter
Attending to Entities for Better Text Understanding
Pengxiang Cheng, Katrin Erk
Recent progress in NLP witnessed the development of large-scale pre-trained language models (GPT, BERT, XLNet, etc.) based on Transformer (Vaswani et al. 2017), and in a range of e…
Query-Focused Scenario Construction
Su Wang, Greg Durrett, Katrin Erk
The news coverage of events often contains not one but multiple incompatible accounts of what happened. We develop a query-based system that extracts compatible sets of events (sce…
Evaluating Discourse in Structured Text Representations
Elisa Ferracane, Greg Durrett, Junyi Jessy Li +1
Discourse structure is integral to understanding a text and is helpful in many NLP tasks. Learning latent representations of discourse is an attractive alternative to acquiring exp…
From News to Medical: Cross-domain Discourse Segmentation
Elisa Ferracane, Titan Page, Junyi Jessy Li +1
The first step in discourse analysis involves dividing a text into segments. We annotate the first high-quality small-scale medical corpus in English with discourse segments and an…