%0 Generic %1 mihaylov2019semanticz %A Mihaylov, Todor %A Nakov, Preslav %D 2019 %K answer-score %T SemanticZ at SemEval-2016 Task 3: Ranking Relevant Answers in Community Question Answering Using Semantic Similarity Based on Fine-tuned Word Embeddings %U http://arxiv.org/abs/1911.08743 %X 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 similarity features based on fine-tuned word embeddings and topics similarities. In the main Subtask C, our primary submission was ranked third, with a MAP of 51.68 and accuracy of 69.94. In Subtask A, our primary submission was also third, with MAP of 77.58 and accuracy of 73.39.

@misc{mihaylov2019semanticz, abstract = {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 similarity features based on fine-tuned word embeddings and topics similarities. In the main Subtask C, our primary submission was ranked third, with a MAP of 51.68 and accuracy of 69.94. In Subtask A, our primary submission was also third, with MAP of 77.58 and accuracy of 73.39.}, added-at = {2020-11-26T21:04:07.000+0100}, author = {Mihaylov, Todor and Nakov, Preslav}, biburl = {https://www.bibsonomy.org/bibtex/20be104edd0a6f18ba1a43064ae1bf698/stdiff}, description = {SemanticZ at SemEval-2016 Task 3: Ranking Relevant Answers in Community Question Answering Using Semantic Similarity Based on Fine-tuned Word Embeddings}, interhash = {c918fb5116cd78ddbbc94a9ab8580486}, intrahash = {0be104edd0a6f18ba1a43064ae1bf698}, keywords = {answer-score}, note = {cite arxiv:1911.08743Comment: community question answering, semantic similarity}, timestamp = {2020-11-26T21:04:07.000+0100}, title = {SemanticZ at SemEval-2016 Task 3: Ranking Relevant Answers in Community Question Answering Using Semantic Similarity Based on Fine-tuned Word Embeddings}, url = {http://arxiv.org/abs/1911.08743}, year = 2019 }