47 citations · 125 across the 23 of their papers we have counts for
11 papers · 1 filter
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…
Effective Use of Transformer Networks for Entity Tracking
Aditya Gupta, Greg Durrett
Tracking entities in procedural language requires understanding the transformations arising from actions on entities as well as those entities' interactions. While self-attention-b…
Fine-Grained Entity Typing for Domain Independent Entity Linking
Yasumasa Onoe, Greg Durrett
Neural entity linking models are very powerful, but run the risk of overfitting to the domain they are trained in. For this problem, a domain is characterized not just by genre of…
Sketch-Driven Regular Expression Generation from Natural Language and Examples
Xi Ye, Qiaochu Chen, Xinyu Wang +2
Recent systems for converting natural language descriptions into regular expressions (regexes) have achieved some success, but typically deal with short, formulaic text and can onl…
Multi-modal Synthesis of Regular Expressions
Qiaochu Chen, Xinyu Wang, Xi Ye +2
In this paper, we propose a multi-modal synthesis technique for automatically constructing regular expressions (regexes) from a combination of examples and natural language. Using…
Embedding time expressions for deep temporal ordering models
Tanya Goyal, Greg Durrett
Data-driven models have demonstrated state-of-the-art performance in inferring the temporal ordering of events in text. However, these models often overlook explicit temporal signa…