---
title: "SemEval 2015 — all accepted papers — the most cited first"
description: "All 162 papers of SemEval 2015 · page 1 of 2, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/semeval/2015/papers/"
---
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# SemEval 2015: all accepted papers

162 papers · page 1 of 2 · the most cited first · [← SemEval 2015](https://md.research.elamur.ai/free/en/venues/semeval/2015/)

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1. **[SemEval-2015 Task 12: Aspect Based Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/pontiki-2015-semeval-2015-task-12-aspect/)**Maria Pontiki, Dimitris Galanis, Haris Papageorgiou et al.*1,149 citations · our summary*
2. **[SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on Interpretability](https://md.research.elamur.ai/free/en/papers/agirre-2015-semeval-2015-task-2-semantic/)**Eneko Agirre, Carmen Banea, Claire Cardie et al.*466 citations · our summary*
3. **[SemEval-2015 Task 10: Sentiment Analysis in Twitter](https://md.research.elamur.ai/free/en/papers/rosenthal-2015-semeval-2015-task-10-sentiment/)**Sara Rosenthal, Preslav Nakov, Svetlana Kiritchenko et al.*367 citations · our summary*
4. **[SemEval-2015 Task 13: Multilingual All-Words Sense Disambiguation and Entity Linking ↗](https://aclanthology.org/S15-2049/)**Andrea Moro, Roberto Navigli*214 citations*
5. **[SemEval-2015 Task 11: Sentiment Analysis of Figurative Language in Twitter](https://md.research.elamur.ai/free/en/papers/ghosh-2015-semeval-2015-task-11-sentiment/)**Aniruddha Ghosh, Guofu Li, Tony Veale et al.*206 citations · our summary*
6. **[UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification ↗](https://aclanthology.org/S15-2079/)**Aliaksei Severyn, Alessandro Moschitti*201 citations*
7. **[SemEval-2015 Task 6: Clinical TempEval ↗](https://aclanthology.org/S15-2136/)**Steven Bethard, Leon Derczynski, Guergana Savova et al.*169 citations*
8. **[SemEval-2015 Task 3: Answer Selection in Community Question Answering ↗](https://aclanthology.org/S15-2047/)**Preslav Nakov, Lluís Màrquez, Walid Magdy et al.*153 citations*
9. **[SemEval-2015 Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)](https://md.research.elamur.ai/free/en/papers/xu-2015-semeval-2015-task-1-paraphrase/)**Wei Xu, Chris Callison-Burch, Bill Dolan*140 citations · our summary*
10. **[SemEval 2015 Task 18: Broad-Coverage Semantic Dependency Parsing ↗](https://aclanthology.org/S15-2153/)**Stephan Oepen, Marco Kuhlmann, Yusuke Miyao et al.*137 citations*
11. **[SeNTU: Sentiment Analysis of Tweets by Combining a Rule-based Classifier with Supervised Learning ↗](https://aclanthology.org/S15-2108/)**Prerna Chikersal, Soujanya Poria, Erik Cambria*116 citations*
12. **[DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition ↗](https://aclanthology.org/S15-2027/)**Md Arafat Sultan, Steven Bethard, Tamara Sumner*115 citations*
13. **[SemEval-2015 Task 17: Taxonomy Extraction Evaluation (TExEval) ↗](https://aclanthology.org/S15-2151/)**Georgeta Bordea, Paul Buitelaar, Stefano Faralli et al.*86 citations*
14. **[Webis: An Ensemble for Twitter Sentiment Detection ↗](https://aclanthology.org/S15-2097/)**Matthias Hagen, Martin Potthast, Michel Büchner et al.*84 citations*
15. **[SemEval-2015 Task 4: TimeLine: Cross-Document Event Ordering ↗](https://aclanthology.org/S15-2132/)**Anne-Lyse Minard, Manuela Speranza, Eneko Agirre et al.*81 citations*
16. **[JAIST: Combining multiple features for Answer Selection in Community Question Answering ↗](https://aclanthology.org/S15-2038/)**Quan Hung Tran, Vu Duc Tran, Tu Thanh Vu et al.*73 citations*
17. **[Lsislif: CRF and Logistic Regression for Opinion Target Extraction and Sentiment Polarity Analysis ↗](https://aclanthology.org/S15-2128/)**Hussam Hamdan, Patrice Bellot, Frederic Bechet*65 citations*
18. **[NLANGP: Supervised Machine Learning System for Aspect Category Classification and Opinion Target Extraction ↗](https://aclanthology.org/S15-2083/)**Zhiqiang Toh, Jian Su*64 citations*
19. **[QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English ↗](https://aclanthology.org/S15-2036/)**Massimo Nicosia, Simone Filice, Alberto Barrón-Cedeño et al.*56 citations*
20. **[SemEval-2015 Task 5: QA TempEval - Evaluating Temporal Information Understanding with Question Answering ↗](https://aclanthology.org/S15-2134/)**Hector Llorens, Nathanael Chambers, Naushad UzZaman et al.*56 citations*
21. **[Sentiue: Target and Aspect based Sentiment Analysis in SemEval-2015 Task 12 ↗](https://aclanthology.org/S15-2130/)**José Saias*54 citations*
22. **[SemEval-2015 Task 8: SpaceEval ↗](https://aclanthology.org/S15-2149/)**James Pustejovsky, Parisa Kordjamshidi, Marie-Francine Moens et al.*52 citations*
23. **[SemEval-2015 Task 14: Analysis of Clinical Text ↗](https://aclanthology.org/S15-2051/)**Noémie Elhadad, Sameer Pradhan, Sharon Gorman et al.*51 citations*
24. **[EliXa: A Modular and Flexible ABSA Platform ↗](https://aclanthology.org/S15-2127/)**Iñaki San Vicente, Xabier Saralegi, Rodrigo Agerri*50 citations*
25. **[Lsislif: Feature Extraction and Label Weighting for Sentiment Analysis in Twitter ↗](https://aclanthology.org/S15-2095/)**Hussam Hamdan, Patrice Bellot, Frederic Bechet*46 citations*
26. **[HITSZ-ICRC: Exploiting Classification Approach for Answer Selection in Community Question Answering ↗](https://aclanthology.org/S15-2035/)**Yongshuai Hou, Cong Tan, Xiaolong Wang et al.*42 citations*
27. **[SemEval-2015 Task 9: CLIPEval Implicit Polarity of Events ↗](https://aclanthology.org/S15-2077/)**Irene Russo, Tommaso Caselli, Carlo Strapparava*42 citations*
28. **[Twitter Paraphrase Identification with Simple Overlap Features and SVMs ↗](https://aclanthology.org/S15-2011/)**Asli Eyecioglu, Bill Keller*41 citations*
29. **[VectorSLU: A Continuous Word Vector Approach to Answer Selection in Community Question Answering Systems ↗](https://aclanthology.org/S15-2048/)**Yonatan Belinkov, Mitra Mohtarami, Scott Cyphers et al.*41 citations*
30. **[ExB Themis: Extensive Feature Extraction from Word Alignments for Semantic Textual Similarity ↗](https://aclanthology.org/S15-2046/)**Christian Hänig, Robert Remus, Xose De La Puente*39 citations*
31. **[SemEval 2015, Task 7: Diachronic Text Evaluation ↗](https://aclanthology.org/S15-2147/)**Octavian Popescu, Carlo Strapparava*39 citations*
32. **[INESC-ID: A Regression Model for Large Scale Twitter Sentiment Lexicon Induction ↗](https://aclanthology.org/S15-2102/)**Silvio Amir, Ramon F. Astudillo, Wang Ling et al.*36 citations*
33. **[V3: Unsupervised Aspect Based Sentiment Analysis for SemEval2015 Task 12 ↗](https://aclanthology.org/S15-2121/)**Aitor García-Pablos, Montse Cuadros, German Rigau*34 citations*
34. **[Peking: Building Semantic Dependency Graphs with a Hybrid Parser ↗](https://aclanthology.org/S15-2154/)**Yantao Du, Fan Zhang, Xun Zhang et al.*33 citations*
35. **[ECNU: Extracting Effective Features from Multiple Sequential Sentences for Target-dependent Sentiment Analysis in Reviews ↗](https://aclanthology.org/S15-2125/)**Zhihua Zhang, Man Lan*29 citations*
36. **[SHELLFBK: An Information Retrieval-based System For Multi-Domain Sentiment Analysis ↗](https://aclanthology.org/S15-2084/)**Mauro Dragoni*29 citations*
37. **[NeRoSim: A System for Measuring and Interpreting Semantic Textual Similarity ↗](https://aclanthology.org/S15-2030/)**Rajendra Banjade, Nobal Bikram Niraula, Nabin Maharjan et al.*28 citations*
38. **[BluLab: Temporal Information Extraction for the 2015 Clinical TempEval Challenge ↗](https://aclanthology.org/S15-2137/)**Sumithra Velupillai, Danielle L Mowery, Samir Abdelrahman et al.*27 citations*
39. **[ICRC-HIT: A Deep Learning based Comment Sequence Labeling System for Answer Selection Challenge ↗](https://aclanthology.org/S15-2037/)**Xiaoqiang Zhou, Baotian Hu, Jiaxin Lin et al.*26 citations*
40. **[ValenTo: Sentiment Analysis of Figurative Language Tweets with Irony and Sarcasm](https://md.research.elamur.ai/free/en/papers/farias-2015-valento-sentiment-analysis-figurative-language/)**Delia Irazú Hernández Farías, Emilio Sulis, Viviana Patti et al.*26 citations · our summary*
41. **[MITRE: Seven Systems for Semantic Similarity in Tweets ↗](https://aclanthology.org/S15-2002/)**Guido Zarrella, John Henderson, Elizabeth M. Merkhofer et al.*25 citations*
42. **[Lisbon: Evaluating TurboSemanticParser on Multiple Languages and Out-of-Domain Data ↗](https://aclanthology.org/S15-2162/)**Mariana S. C. Almeida, André F. T. Martins*23 citations*
43. **[UDLAP: Sentiment Analysis Using a Graph-Based Representation ↗](https://aclanthology.org/S15-2093/)**Esteban Castillo, Ofelia Cervantes, Darnes Vilariño et al.*22 citations*
44. **[GTI: An Unsupervised Approach for Sentiment Analysis in Twitter ↗](https://aclanthology.org/S15-2089/)**Milagros Fernández-Gavilanes, Tamara Álvarez-López, Jonathan Juncal-Martínez et al.*21 citations*
45. **[USAAR-WLV: Hypernym Generation with Deep Neural Nets ↗](https://aclanthology.org/S15-2155/)**Liling Tan, Rohit Gupta, Josef van Genabith*21 citations*
46. **[SIEL: Aspect Based Sentiment Analysis in Reviews ↗](https://aclanthology.org/S15-2129/)**Satarupa Guha, Aditya Joshi, Vasudeva Varma*20 citations*
47. **[CLaC-SentiPipe: SemEval2015 Subtasks 10 B,E, and Task 11 ↗](https://aclanthology.org/S15-2081/)**Canberk Özdemir, Sabine Bergler*19 citations*
48. **[UTH-CCB: The Participation of the SemEval 2015 Challenge – Task 14 ↗](https://aclanthology.org/S15-2052/)**Jun Xu, Yaoyun Zhang, Jingqi Wang et al.*19 citations*
49. **[ECNU: Using Traditional Similarity Measurements and Word Embedding for Semantic Textual Similarity Estimation ↗](https://aclanthology.org/S15-2021/)**Jiang Zhao, Man Lan, Jun Feng Tian*18 citations*
50. **[MiniExperts: An SVM Approach for Measuring Semantic Textual Similarity ↗](https://aclanthology.org/S15-2017/)**Hanna Béchara, Hernani Costa, Shiva Taslimipoor et al.*18 citations*
51. **[Samsung: Align-and-Differentiate Approach to Semantic Textual Similarity ↗](https://aclanthology.org/S15-2031/)**Lushan Han, Justin Martineau, Doreen Cheng et al.*18 citations*
52. **[IIIT-H at SemEval 2015: Twitter Sentiment Analysis – The Good, the Bad and the Neutral! ↗](https://aclanthology.org/S15-2087/)**Ayushi Dalmia, Manish Gupta, Vasudeva Varma*17 citations*
53. **[INRIASAC: Simple Hypernym Extraction Methods ↗](https://aclanthology.org/S15-2152/)**Gregory Grefenstette*17 citations*
54. **[LT3: A Multi-modular Approach to Automatic Taxonomy Construction ↗](https://aclanthology.org/S15-2157/)**Els Lefever*17 citations*
55. **[ezDI: A Supervised NLP System for Clinical Narrative Analysis ↗](https://aclanthology.org/S15-2071/)**Parth Pathak, Pinal Patel, Vishal Panchal et al.*17 citations*
56. **[Al-Bayan: A Knowledge-based System for Arabic Answer Selection ↗](https://aclanthology.org/S15-2040/)**Reham Mohamed, Maha Ragab, Heba Abdelnasser et al.*16 citations*
57. **[ECNU: Multi-level Sentiment Analysis on Twitter Using Traditional Linguistic Features and Word Embedding Features ↗](https://aclanthology.org/S15-2094/)**Zhihua Zhang, Guoshun Wu, Man Lan*16 citations*
58. **[LLT-PolyU: Identifying Sentiment Intensity in Ironic Tweets](https://md.research.elamur.ai/free/en/papers/xu-2015-llt-polyu-identifying-sentiment-intensity/)**Hongzhi Xu, Enrico Santus, Anna Laszlo et al.*16 citations · our summary*
59. **[SpRL-CWW: Spatial Relation Classification with Independent Multi-class Models ↗](https://aclanthology.org/S15-2150/)**Eric Nichols, Fadi Botros*16 citations*
60. **[UPF-taln: SemEval 2015 Tasks 10 and 11. Sentiment Analysis of Literal and Figurative Language in Twitter ↗](https://aclanthology.org/S15-2119/)**Francesco Barbieri, Francesco Ronzano, Horacio Saggion*16 citations*
61. **[KLUEless: Polarity Classification and Association ↗](https://aclanthology.org/S15-2103/)**Nataliia Plotnikova, Micha Kohl, Kevin Volkert et al.*15 citations*
62. **[ECNU: Leveraging Word Embeddings to Boost Performance for Paraphrase in Twitter ↗](https://aclanthology.org/S15-2006/)**Jiang Zhao, Man Lan*14 citations*
63. **[LT3: Sentiment Analysis of Figurative Tweets: piece of cake \#NotReally ↗](https://aclanthology.org/S15-2115/)**Cynthia Van Hee, Els Lefever, Véronique Hoste*14 citations*
64. **[ULisboa: Recognition and Normalization of Medical Concepts ↗](https://aclanthology.org/S15-2070/)**André Leal, Bruno Martins, Francisco Couto*14 citations*
65. **[DsUniPi: An SVM-based Approach for Sentiment Analysis of Figurative Language on Twitter ↗](https://aclanthology.org/S15-2120/)**Maria Karanasou, Christos Doulkeridis, Maria Halkidi*13 citations*
66. **[Ebiquity: Paraphrase and Semantic Similarity in Twitter using Skipgrams ↗](https://aclanthology.org/S15-2009/)**Taneeya Satyapanich, Hang Gao, Tim Finin*13 citations*
67. **[IXAGroupEHUSpaceEval: (X-Space) A WordNet-based approach towards the Automatic Recognition of Spatial Information following the ISO-Space Annotation Scheme ↗](https://aclanthology.org/S15-2145/)**Haritz Salaberri, Olatz Arregi, Beñat Zapirain*13 citations*
68. **[SWASH: A Naive Bayes Classifier for Tweet Sentiment Identification ↗](https://aclanthology.org/S15-2104/)**Ruth Talbot, Chloe Acheampong, Richard Wicentowski*13 citations*
69. **[UCD : Diachronic Text Classification with Character, Word, and Syntactic N-grams ↗](https://aclanthology.org/S15-2148/)**Terrence Szymanski, Gerard Lynch*13 citations*
70. **[UNIBA: Sentiment Analysis of English Tweets Combining Micro-blogging, Lexicon and Semantic Features ↗](https://aclanthology.org/S15-2099/)**Pierpaolo Basile, Nicole Novielli*13 citations*
71. **[WSL: Sentence Similarity Using Semantic Distance Between Words ↗](https://aclanthology.org/S15-2023/)**Naoko Miura, Tomohiro Takagi*13 citations*
72. **[LT3: Applying Hybrid Terminology Extraction to Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/S15-2122/)**Orphée De Clercq, Marjan Van de Kauter, Els Lefever et al.*11 citations*
73. **[RTM-DCU: Predicting Semantic Similarity with Referential Translation Machines ↗](https://aclanthology.org/S15-2010/)**Ergun Biçici*11 citations*
74. **[TwitterHawk: A Feature Bucket Based Approach to Sentiment Analysis ↗](https://aclanthology.org/S15-2107/)**William Boag, Peter Potash, Anna Rumshisky*11 citations*
75. **[IOA: Improving SVM Based Sentiment Classification Through Post Processing ↗](https://aclanthology.org/S15-2091/)**Peijia Li, Weiqun Xu, Chenglong Ma et al.*10 citations*
76. **[LIMSI: Translations as Source of Indirect Supervision for Multilingual All-Words Sense Disambiguation and Entity Linking ↗](https://aclanthology.org/S15-2050/)**Marianna Apidianaki, Li Gong*10 citations*
77. **[SPINOZA_VU: An NLP Pipeline for Cross Document TimeLines ↗](https://aclanthology.org/S15-2133/)**Tommaso Caselli, Antske Fokkens, Roser Morante et al.*10 citations*
78. **[TJUdeM: A Combination Classifier for Aspect Category Detection and Sentiment Polarity Classification ↗](https://aclanthology.org/S15-2131/)**Zhifei Zhang, Jian-Yun Nie, Hongling Wang*10 citations*
79. **[AMBRA: A Ranking Approach to Temporal Text Classification ↗](https://aclanthology.org/S15-2144/)**Marcos Zampieri, Alina Maria Ciobanu, Vlad Niculae et al.*9 citations*
80. **[CIS-positive: A Combination of Convolutional Neural Networks and Support Vector Machines for Sentiment Analysis in Twitter ↗](https://aclanthology.org/S15-2088/)**Sebastian Ebert, Ngoc Thang Vu, Hinrich Schütze*9 citations*
81. **[ECNU: Using Multiple Sources of CQA-based Information for Answers Selection and YES/NO Response Inference ↗](https://aclanthology.org/S15-2042/)**Liang Yi, JianXiang Wang, Man Lan*9 citations*
82. **[HLTC-HKUST: A Neural Network Paraphrase Classifier using Translation Metrics, Semantic Roles and Lexical Similarity Features ↗](https://aclanthology.org/S15-2004/)**Dario Bertero, Pascale Fung*9 citations*
83. **[Splusplus: A Feature-Rich Two-stage Classifier for Sentiment Analysis of Tweets ↗](https://aclanthology.org/S15-2086/)**Li Dong, Furu Wei, Yichun Yin et al.*9 citations*
84. **[UBC: Cubes for English Semantic Textual Similarity and Supervised Approaches for Interpretable STS ↗](https://aclanthology.org/S15-2032/)**Eneko Agirre, Aitor Gonzalez-Agirre, Iñigo Lopez-Gazpio et al.*9 citations*
85. **[USAAR-SHEFFIELD: Semantic Textual Similarity with Deep Regression and Machine Translation Evaluation Metrics ↗](https://aclanthology.org/S15-2015/)**Liling Tan, Carolina Scarton, Lucia Specia et al.*9 citations*
86. **[UTD: Ensemble-Based Spatial Relation Extraction ↗](https://aclanthology.org/S15-2146/)**Jennifer D'Souza, Vincent Ng*9 citations*
87. **[Voltron: A Hybrid System For Answer Validation Based On Lexical And Distance Features ↗](https://aclanthology.org/S15-2043/)**Ivan Zamanov, Marina Kraeva, Nelly Hateva et al.*9 citations*
88. **[FBK-HLT: A New Framework for Semantic Textual Similarity ↗](https://aclanthology.org/S15-2018/)**Ngoc Phuoc An Vo, Simone Magnolini, Octavian Popescu*8 citations*
89. **[INESC-ID: Sentiment Analysis without Hand-Coded Features or Linguistic Resources using Embedding Subspaces ↗](https://aclanthology.org/S15-2109/)**Ramon F. Astudillo, Silvio Amir, Wang Ling et al.*8 citations*
90. **[KELabTeam: A Statistical Approach on Figurative Language Sentiment Analysis in Twitter ↗](https://aclanthology.org/S15-2114/)**Hoang Long Nguyen, Trung Duc Nguyen, Dosam Hwang et al.*8 citations*
91. **[RoseMerry: A Baseline Message-level Sentiment Classification System ↗](https://aclanthology.org/S15-2092/)**Huizhi Liang, Richard Fothergill, Timothy Baldwin*8 citations*
92. **[SWATAC: A Sentiment Analyzer using One-Vs-Rest Logistic Regression ↗](https://aclanthology.org/S15-2106/)**Yousef Alhessi, Richard Wicentowski*8 citations*
93. **[UMDuluth-BlueTeam: SVCSTS - A Multilingual and Chunk Level Semantic Similarity System ↗](https://aclanthology.org/S15-2019/)**Sakethram Karumuri, Viswanadh Kumar Reddy Vuggumudi, Sai Charan Raj Chitirala*8 citations*
94. **[UMDuluth-CS8761-12: A Novel Machine Learning Approach for Aspect Based Sentiment Analysis ↗](https://aclanthology.org/S15-2126/)**Ravikanth Repaka, Ranga Reddy Pallelra, Akshay Reddy Koppula et al.*8 citations*
95. **[BLCUNLP: Corpus Pattern Analysis for Verbs Based on Dependency Chain ↗](https://aclanthology.org/S15-2054/)**Yukun Feng, Qiao Deng, Dong Yu*7 citations*
96. **[DIEGOLab: An Approach for Message-level Sentiment Classification in Twitter ↗](https://aclanthology.org/S15-2085/)**Abeed Sarker, Azadeh Nikfarjam, Davy Weissenbacher et al.*7 citations*
97. **[ELiRF: A SVM Approach for SA tasks in Twitter at SemEval-2015 ↗](https://aclanthology.org/S15-2096/)**Mayte Giménez, Ferran Pla, Lluís-F. Hurtado*7 citations*
98. **[FBK-HLT: An Application of Semantic Textual Similarity for Answer Selection in Community Question Answering ↗](https://aclanthology.org/S15-2041/)**Ngoc Phuoc An Vo, Simone Magnolini, Octavian Popescu*7 citations*
99. **[MathLingBudapest: Concept Networks for Semantic Similarity ↗](https://aclanthology.org/S15-2025/)**Gábor Recski, Judit Ács*7 citations*
100. **[Sentibase: Sentiment Analysis in Twitter on a Budget ↗](https://aclanthology.org/S15-2098/)**Satarupa Guha, Aditya Joshi, Vasudeva Varma*7 citations*

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