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cs.CL2019
SemanticZ at SemEval-2016 Task 3: Ranking Relevant Answers in Community Question Answering Using Semantic Similarity Based on Fine-tuned Word Embeddings
Todor Mihaylov, Preslav Nakov
We describe our system for finding good answers in a community forum, as defined in SemEval-2016, Task 3 on Community Question Answering. Our approach relies on several semantic si…
cs.CL2019★ 1 cited
Hunting for Troll Comments in News Community Forums
Todor Mihaylov, Preslav Nakov
There are different definitions of what a troll is. Certainly, a troll can be somebody who teases people to make them angry, or somebody who offends people, or somebody who wants t…
cs.CL2019★ 14 cited
Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension
Todor Mihaylov, Anette Frank
In this work, we propose to use linguistic annotations as a basis for a \textit{Discourse-Aware Semantic Self-Attention} encoder that we employ for reading comprehension on long na…