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We describe SemEval-2017 Task 3 on Community Question Answering.
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Learning to re-rank questions in community question answering using advanced features
Giovanni Da San Martino, Alberto Barrón Cedeño, Salvatore Romeo, Antonio Uva, and Alessandro Moschitti. 2016 · 2000
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A noisy-channel approach to question answering
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Finding similar questions in large question and answer archives
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Automatic question answering using the web: Beyond the factoid
Radu Soricut and Eric Brill. 2006 · 2006
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Statistical machine translation for query expansion in answer retrieval
Stefan Riezler, Alexander Vasserman, Ioannis Tsochantaridis, Vibhu Mittal, and Yi Liu. 2007 · 2007
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What is the Jeopardy model? A quasi-synchronous grammar for QA
Mengqiu Wang, Noah A. Smith, and Teruko Mitamura. 2007 · 2007
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Recommending questions using the MDL-based tree cut model
Yunbo Cao, Huizhong Duan, Chin-Yew Lin, Yong Yu, and Hsiao-Wuen Hon. 2008 · 2008
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Searching questions by identifying question topic and question focus
Huizhong Duan, Yunbo Cao, Chin-Yew Lin, and Yong Yu. 2008 · 2008
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The use of categorization information in language models for question retrieval
Xin Cao, Gao Cong, Bin Cui, Christian Søndergaard Jensen, and Ce Zhang. 2009 · 2009
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Reciprocal rank fusion outperforms condorcet and individual rank learning methods
Gordon V Cormack, Charles LA Clarke, and Stefan Buettcher. 2009 · 2009
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A syntactic tree matching approach to finding similar questions in community-based QA services
Kai Wang, Zhaoyan Ming, and Tat-Seng Chua. 2009 · 2009
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Tree edit models for recognizing textual entailments, paraphrases, and answers to questions
Michael Heilman and Noah A. Smith. 2010 · 2010
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Probabilistic tree-edit models with structured latent variables for textual entailment and question answering
Mengqiu Wang and Christopher D. Manning. 2010 · 2010
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Improving question recommendation by exploiting information need
Shuguang Li and Suresh Manandhar. 2011 · 2011
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Learning to rank answers to non-factoid questions from web collections
Mihai Surdeanu, Massimiliano Ciaramita, and Hugo Zaragoza. 2011 · 2011
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Phrase-based translation model for question retrieval in community question answer archives
Guangyou Zhou, Li Cai, Jun Zhao, and Kang Liu. 2011 · 2011
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Answer extraction as sequence tagging with tree edit distance
Xuchen Yao, Benjamin Van Durme, Chris Callison-Burch, and Peter Clark. 2013 · 2013
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Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
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Question retrieval with high quality answers in community question answering
Kai Zhang, Wei Wu, Haocheng Wu, Zhoujun Li, and Ming Zhou. 2014 · 2014
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Thread-level information for comment classification in community question answering
Alberto Barrón-Cedeño, Simone Filice, Giovanni Da San Martino, Shafiq Joty, Lluís Màrquez, Preslav Nakov, and Alessandro Moschitti. 2015 · 2015
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Learning hybrid representations to retrieve semantically equivalent questions
Cicero dos Santos, Luciano Barbosa, Dasha Bogdanova, and Bianca Zadrozny. 2015 · 2015
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Applying deep learning to answer selection: a study and an open task
Minwei Feng, Bing Xiang, Michael R. Glass, Lidan Wang, and Bowen Zhou. 2015 · 2015
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Pairwise neural machine translation evaluation
Francisco Guzmán, Shafiq Joty, Lluís Màrquez, and Preslav Nakov. 2015 · 2015
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CQADupStack: A benchmark data set for community question-answering research
Doris Hoogeveen, Karin M. Verspoor, and Timothy Baldwin. 2015 · 2015
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HITSZ-ICRC: Exploiting classification approach for answer selection in community question answering
Yongshuai Hou, Cong Tan, Xiaolong Wang, Yaoyun Zhang, Jun Xu, and Qingcai Chen. 2015 · 2015
Cited alongside, same era.
Global thread-level inference for comment classification in community question answering
Shafiq Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, and Preslav Nakov. 2015 · 2015
Cited alongside, same era.
SemEval-2015 task 3: Answer selection in community question answering
Preslav Nakov, Lluís Màrquez, Walid Magdy, Alessandro Moschitti, Jim Glass, and Bilal Randeree. 2015 · 2015
Cited alongside, same era.
QCRI: Answer selection for community question answering - experiments for Arabic and English
Massimo Nicosia, Simone Filice, Alberto Barrón-Cedeño, Iman Saleh, Hamdy Mubarak, Wei Gao, Preslav Nakov, Giovanni Da San Martino, Alessandro Moschitti, Kareem Darwish, Lluís Màrquez, Shafiq Joty, and Walid Magdy. 2015 · 2015
Cited alongside, same era.
Learning to rank short text pairs with convolutional deep neural networks
Aliaksei Severyn and Alessandro Moschitti. 2015 · 2015
Neural attention for learning to rank questions in community question answering
Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti, Yonatan Belinkov, Wei-Ning Hsu, Yu Zhang, Mitra Mohtarami, and James Glass. 2016 · 2016
Later among the works it cites.
ICL00 at SemEval-2016 Task 3: Translation-based method for CQA system
Yunfang Wu and Minghua Zhang. 2016 · 2016
Later among the works it cites.
UINSUSKA-TiTech at SemEval-2017 task 3: Exploiting word importance levels as similarity features for CQA
Surya Agustian and Hiroya Takamura. 2017 · 2017
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GW_QA at SemEval-2017 task 3: Question answer re-ranking on Arabic fora
Nada Almarwani and Mona Diab. 2017 · 2017
Later among the works it cites.
FA3L at SemEval-2017 task 3: A three embeddings recurrent neural network for question answering
Giuseppe Attardi, Antonio Carta, Federico Errica, Andrea Madotto, and Ludovica Pannitto. 2017 · 2017
Later among the works it cites.
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Cited alongside, same era.
Lstm-based deep learning models for non-factoid answer selection
Ming Tan, Bing Xiang, and Bowen Zhou. 2015 · 2015
Cited alongside, same era.
JAIST: Combining multiple features for answer selection in community question answering
Quan Hung Tran, Vu Tran, Tu Vu, Minh Nguyen, and Son Bao Pham. 2015 · 2015
Cited alongside, same era.
A long short-term memory model for answer sentence selection in question answering
Di Wang and Eric Nyberg. 2015 · 2015
Cited alongside, same era.
SemEval-2016 Task 1: Semantic textual similarity, monolingual and cross-lingual evaluation
Eneko Agirre, Carmen Banea, Daniel Cer, Mona Diab, Aitor Gonzalez-Agirre, Rada Mihalcea, German Rigau, and Janyce Wiebe. 2016 · 2016
Cited alongside, same era.
PMI-cool at SemEval-2016 Task 3: Experiments with PMI and goodness polarity lexicons for community question answering
Daniel Balchev, Yasen Kiprov, Ivan Koychev, and Preslav Nakov. 2016 · 2016
Cited alongside, same era.
ConvKN at SemEval-2016 Task 3: Answer and question selection for question answering on Arabic and English fora
Alberto Barrón-Cedeño, Giovanni Da San Martino, Shafiq Joty, Alessandro Moschitti, Fahad A. Al Obaidli, Salvatore Romeo, Kateryna Tymoshenko, and Antonio Uva. 2016 · 2016
Cited alongside, same era.
KeLP at SemEval-2016 Task 3: Learning semantic relations between questions and answers
Simone Filice, Danilo Croce, Alessandro Moschitti, and Roberto Basili. 2016 · 2016
Cited alongside, same era.
NLM_NIH at SemEval-2017 task 3: from question entailment to question similarity for community question answering
Asma Ben Abacha and Dina Demner-Fushman. 2017 · 2017
Later among the works it cites.
Effective shared representations with multitask learning for community question answering
Daniele Bonadiman, Antonio Uva, and Alessandro Moschitti. 2017 · 2017
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SimBow at SemEval-2017 task 3: Soft-cosine semantic similarity between questions for community question answering
Delphine Charlet and Geraldine Damnati. 2017 · 2017
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Cross-language question re-ranking
Giovanni Da San Martino, Salvatore Romeo, Alberto Barrón-Cedeño, Shafiq Joty, Lluís Màrquez, Alessandro Moschitti, and Preslav Nakov. 2017 · 2017
Later among the works it cites.
SwissAlps at SemEval-2017 task 3: Attention-based convolutional neural network for community question answering
Jan Milan Deriu and Mark Cieliebak. 2017 · 2017
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UPC-USMBA at SemEval-2017 task 3: Combining multiple approaches for CQA for Arabic
Yassine El Adlouni, Imane LAHBARI, Horacio Rodriguez, Mohammed Meknassi, Said Ouatik El Alaoui, and Noureddine Ennahnahi. 2017 · 2017
Later among the works it cites.
KeLP at SemEval-2017 task 3: Learning pairwise patterns in community question answering
Simone Filice, Giovanni Da San Martino, and Alessandro Moschitti. 2017 · 2017
Later among the works it cites.
Talla at SemEval-2017 task 3: Identifying similar questions through paraphrase detection
Byron Galbraith, Bhanu Pratap, and Daniel Shank. 2017 · 2017
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LearningToQuestion at SemEval 2017 task 3: Ranking similar questions by learning to rank using rich features
Naman Goyal. 2017 · 2017
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bunji at SemEval-2017 task 3: Combination of neural similarity features and comment plausibility features
Yuta Koreeda, Takuya Hashito, Yoshiki Niwa, Misa Sato, Toshihiko Yanase, Kenzo Kurotsuchi, and Kohsuke Yanai. 2017 · 2017
Later among the works it cites.
IIT-UHH at SemEval-2017 task 3: Exploring multiple features for community question answering and implicit dialogue identification
Titas Nandi, Chris Biemann, Seid Muhie Yimam, Deepak Gupta, Sarah Kohail, Asif Ekbal, and Pushpak Bhattacharyya. 2017 · 2017
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SCIR-QA at SemEval-2017 task 3: CNN model based on similar and dissimilar information between keywords for question similarity
Le Qi, Yu Zhang, and Ting Liu. 2017 · 2017
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TrentoTeam at SemEval-2017 task 3: An application of Grice Maxims principles in ranking community question answers
Mohammed R. H. Qwaider, Abed Alhakim Freihat, and Fausto Giunchiglia. 2017 · 2017
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MoRS at SemEval-2017 task 3: Easy to use SVM in ranking tasks
Miguel J. Rodrigues and Francisco M Couto. 2017 · 2017
Later among the works it cites.
QU-BIGIR at SemEval-2017 task 3: Using similarity features for Arabic community question answering forums
Marwan Torki, Maram Hasanain, and Tamer Elsayed. 2017 · 2017
Later among the works it cites.
TakeLab-QA at SemEval-2017 task 3: Classification experiments for answer retrieval in community QA
Filip S̆aina, Toni Kukurin, Lukrecija Puljić, Mladen Karan, and Jan S̆najder. 2017 · 2017
Later among the works it cites.
ECNU at SemEval-2017 task 3: Using traditional and deep learning methods to address community question answering task
Guoshun Wu, Yixuan Sheng adn Man Lan, and Yuanbin Wu. 2017a · 2017
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Beihang-MSRA at SemEval-2017 task 3: A ranking system with neural matching features for Community Question Answering
Yu Wu, WenZheng Feng, Wei Wu, Ming Zhou, and Zhoujun Li. 2017b · 2017
Later among the works it cites.
EICA team at SemEval-2017 task 3: Semantic and metadata-based features for Community Question Answering
Yufei Xie, Maoquan Wang, Jing Ma, Jian Jiang, and Zhao Lu. 2017 · 2017
Later among the works it cites.
FuRongWang at SemEval-2017 task 3: Deep neural networks for selecting relevant answers in community question answering
Sheng Zhang, Jiajun Cheng, Hui Wang, Xin Zhang, Pei Li, and Zhaoyun Ding. 2017 · 2017
Later among the works it cites.
Learning to rank non-factoid answers: Comment selection in web forums
Kateryna Tymoshenko, Daniele Bonadiman, and Alessandro Moschitti. 2016 · 2052
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