1 code implementation • 21 Oct 2020 • Aditya Kalyanpur, Or Biran, Tom Breloff, Jennifer Chu-Carroll, Ariel Diertani, Owen Rambow, Mark Sammons
Frame semantic parsing is a complex problem which includes multiple underlying subtasks.
2 code implementations • EMNLP 2020 • Nasrin Mostafazadeh, Aditya Kalyanpur, Lori Moon, David Buchanan, Lauren Berkowitz, Or Biran, Jennifer Chu-Carroll
As a step toward AI systems that can build similar mental models, we introduce GLUCOSE, a large-scale dataset of implicit commonsense causal knowledge, encoded as causal mini-theories about the world, each grounded in a narrative context.
no code implementations • 17 Dec 2018 • Yassine Benajiba, Jin Sun, Yong Zhang, Longquan Jiang, Zhiliang Weng, Or Biran
Semantic Pattern Similarity is an interesting, though not often encountered NLP task where two sentences are compared not by their specific meaning, but by their more abstract semantic pattern (e. g., preposition or frame).
no code implementations • WS 2017 • Yassine Benajiba, Or Biran, Zhiliang Weng, Yong Zhang, Jin Sun
Sub-character components of Chinese characters carry important semantic information, and recent studies have shown that utilizing this information can improve performance on core semantic tasks.
no code implementations • IJCNLP 2017 • Yassine Benajiba, Jin Sun, Yong Zhang, Zhiliang Weng, Or Biran
This paper introduces Mainiway AI Labs submitted system for the IJCNLP 2017 shared task on Dimensional Sentiment Analysis of Chinese Phrases (DSAP), and related experiments.
no code implementations • IJCNLP 2017 • Or Biran, Kathleen McKeown
RDF ontologies provide structured data on entities in many domains and continue to grow in size and diversity.