47 citations · 125 across the 23 of their papers we have counts for
12 papers · 1 filter
Cross-Lingual Fine-Grained Entity Typing
Nila Selvaraj, Yasumasa Onoe, Greg Durrett
The growth of cross-lingual pre-trained models has enabled NLP tools to rapidly generalize to new languages. While these models have been applied to tasks involving entities, their…
CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge
Yasumasa Onoe, Michael J. Q. Zhang, Eunsol Choi +1
Most benchmark datasets targeting commonsense reasoning focus on everyday scenarios: physical knowledge like knowing that you could fill a cup under a waterfall [Talmor et al., 201…
DISCO : efficient unsupervised decoding for discrete natural language problems via convex relaxation
Anish Acharya, Rudrajit Das
In this paper we study test time decoding; an ubiquitous step in almost all sequential text generation task spanning across a wide array of natural language processing (NLP) proble…
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution
Jiacheng Xu, Greg Durrett
Despite the prominence of neural abstractive summarization models, we know little about how they actually form summaries and how to understand where their decisions come from. We p…
Web Question Answering with Neurosymbolic Program Synthesis
Qiaochu Chen, Aaron Lamoreaux, Xinyu Wang +3
In this paper, we propose a new technique based on program synthesis for extracting information from webpages. Given a natural language query and a few labeled webpages, our method…
Did they answer? Subjective acts and intents in conversational discourse
Elisa Ferracane, Greg Durrett, Junyi Jessy Li +1
Discourse signals are often implicit, leaving it up to the interpreter to draw the required inferences. At the same time, discourse is embedded in a social context, meaning that in…