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SemEval-2016 Task 5: Aspect Based Sentiment Analysis [PDF]

open access: yesProceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016), 2016
International audienceThis paper describes the SemEval 2016 shared task on Aspect Based Sentiment Analysis (ABSA), a continuation of the respective tasks of 2014 and 2015.
S Senthilvelan   +2 more
exaly   +11 more sources

SemEval-2016 Task 6: Detecting Stance in Tweets [PDF]

open access: hybridProceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016), 2016
10th International Workshop on Semantic Evaluation (SemEval-2016), 16-17 June 2016, San Diego, California ...
Parinaz Sobhani
exaly   +5 more sources

SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) [PDF]

open access: yesarXiv, 2023
We present the first Africentric SemEval Shared task, Sentiment Analysis for African Languages (AfriSenti-SemEval) - The dataset is available at https://github.com/afrisenti-semeval/afrisent-semeval-2023. AfriSenti-SemEval is a sentiment classification challenge in 14 African languages: Amharic, Algerian Arabic, Hausa, Igbo, Kinyarwanda, Moroccan ...
Shamsuddeen Hassan Muhammad   +9 more
arxiv   +5 more sources

Luminoso at SemEval-2018 Task 10: Distinguishing Attributes Using Text Corpora and Relational Knowledge [PDF]

open access: yesProceedings of The 12th International Workshop on Semantic Evaluation (2018), p. 985-989, 2018
Luminoso participated in the SemEval 2018 task on "Capturing Discriminative Attributes" with a system based on ConceptNet, an open knowledge graph focused on general knowledge. In this paper, we describe how we trained a linear classifier on a small number of semantically-informed features to achieve an $F_1$ score of 0.7368 on the task, close to the ...
Lowry-Duda, Joanna, Speer, Robyn
arxiv   +3 more sources

SemEval-2010 task 10 [PDF]

open access: bronzeProceedings of the Workshop on Semantic Evaluations: Recent Achievements and Future Directions - DEW '09, 2009
In this paper, we describe the SemEval-2010 shared task on "Linking Events and Their Participants in Discourse". This task is a variant of the classical semantic role labelling task. The novel aspect is that we focus on linking local semantic argument structures across sentence boundaries.
Josef Ruppenhofer   +4 more
openalex   +5 more sources

SemEval-2014 Task 9: Sentiment Analysis in Twitter [PDF]

open access: hybridProceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014), 2014
Sentiment analysis, microblog sentiment analysis, Twitter opinion mining, sarcasm, LiveJournal ...
Sara Rosenthal   +3 more
openalex   +4 more sources

Duluth at SemEval-2017 Task 6: Language Models in Humor Detection [PDF]

open access: yesarXiv, 2017
This paper describes the Duluth system that participated in SemEval-2017 Task 6 #HashtagWars: Learning a Sense of Humor. The system participated in Subtasks A and B using N-gram language models, ranking highly in the task evaluation. This paper discusses the results of our system in the development and evaluation stages and from two post-evaluation ...
Pedersen, Ted, Yan, Xinru
arxiv   +3 more sources

SemEval-2015 Task 6: Clinical TempEval [PDF]

open access: hybridProceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015), 2015
Clinical TempEval 2015 brought the temporal information extraction tasks of past TempEval campaigns to the clinical domain. Nine sub-tasks were included, covering problems in time expression identification, event expression identification and temporal relation identification.
Steven Bethard   +4 more
openalex   +3 more sources

What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP [PDF]

open access: yesIn Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems, Association for Computational Linguistics. 2021, 2020
SemEval is the primary venue in the NLP community for the proposal of new challenges and for the systematic empirical evaluation of NLP systems. This paper provides a systematic quantitative analysis of SemEval aiming to evidence the patterns of the contributions behind SemEval.
Oskar Wysocki   +3 more
arxiv   +5 more sources

SemEval-2016 Task 12: Clinical TempEval [PDF]

open access: hybridProceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016), 2016
Clinical TempEval 2016 evaluated temporal information extraction systems on the clinical domain. Nine sub-tasks were included, covering problems in time expression identification, event expression identification and temporal relation identification. Participant systems were trained and evaluated on a corpus of clinical and pathology notes from the Mayo
Steven Bethard   +5 more
openalex   +3 more sources

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