Search Results - "Language resources and evaluation"

Resources and benchmark corpora for hate speech detection: a systematic review by Poletto, Fabio, Basile, Valerio, Sanguinetti, Manuela, Bosco, Cristina, Patti, Viviana

“…Hate Speech in social media is a complex phenomenon, whose detection has recently gained significant traction in the Natural Language Processing community, as…”
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The GUM corpus: creating multilayer resources in the classroom by Zeldes, Amir

“…This paper presents the methodology, design principles and detailed evaluation of a new freely available multilayer corpus, collected and edited via classroom…”
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Machine translation systems and quality assessment: a systematic review by Rivera-Trigueros, Irene

“…Nowadays, in the globalised context in which we find ourselves, language barriers can still be an obstacle to accessing information. On occasions, it is…”
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The ParlaMint corpora of parliamentary proceedings by Erjavec, Tomaž, Ogrodniczuk, Maciej, Osenova, Petya, Ljubešić, Nikola, Simov, Kiril, Pančur, Andrej, Rudolf, Michał, Kopp, Matyáš, Barkarson, Starkaður, Steingrímsson, Steinþór, Çöltekin, Çağrı, de Does, Jesse, Depuydt, Katrien, Agnoloni, Tommaso, Venturi, Giulia, Pérez, María Calzada, de Macedo, Luciana D., Navarretta, Costanza, Luxardo, Giancarlo, Coole, Matthew, Rayson, Paul, Morkevičius, Vaidas, Krilavičius, Tomas, Darǵis, Roberts, Ring, Orsolya, van Heusden, Ruben, Marx, Maarten, Fišer, Darja

“…This paper presents the ParlaMint corpora containing transcriptions of the sessions of the 17 European national parliaments with half a billion words. The…”
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DravidianCodeMix: sentiment analysis and offensive language identification dataset for Dravidian languages in code-mixed text by Chakravarthi, Bharathi Raja, Priyadharshini, Ruba, Muralidaran, Vigneshwaran, Jose, Navya, Suryawanshi, Shardul, Sherly, Elizabeth, McCrae, John P.

“…This paper describes the development of a multilingual, manually annotated dataset for three under-resourced Dravidian languages generated from social media…”
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MedSTS: a resource for clinical semantic textual similarity by Wang, Yanshan, Afzal, Naveed, Fu, Sunyang, Wang, Liwei, Shen, Feichen, Rastegar-Mojarad, Majid, Liu, Hongfang

“…The adoption of electronic health records (EHRs) has enabled a wide range of applications leveraging EHR data. However, the meaningful use of EHR data largely…”
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A massively parallel corpus: the Bible in 100 languages by Christodouloupoulos, Christos, Steedman, Mark

“…We describe the creation of a massively parallel corpus based on 100 translations of the Bible. We discuss some of the difficulties in acquiring and processing…”
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Introducing the Gab Hate Corpus: defining and applying hate-based rhetoric to social media posts at scale by Kennedy, Brendan, Atari, Mohammad, Davani, Aida Mostafazadeh, Yeh, Leigh, Omrani, Ali, Kim, Yehsong, Coombs, Kris, Havaldar, Shreya, Portillo-Wightman, Gwenyth, Gonzalez, Elaine, Hoover, Joe, Azatian, Aida, Hussain, Alyzeh, Lara, Austin, Cardenas, Gabriel, Omary, Adam, Park, Christina, Wang, Xin, Wijaya, Clarisa, Zhang, Yong, Meyerowitz, Beth, Dehghani, Morteza

“…We present the Gab Hate Corpus (GHC), consisting of 27,665 posts from the social network service gab.com, each annotated for the presence of “hate-based…”
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What's missing in geographical parsing? by Gritta, Milan, Pilehvar, Mohammad Taher, Limsopatham, Nut, Collier, Nigel

“…Geographical data can be obtained by converting place names from free-format text into geographical coordinates. The ability to geo-locate events in textual…”
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A multidimensional approach for detecting irony in Twitter by Reyes, Antonio, Rosso, Paolo, Veale, Tony

“…Irony is a pervasive aspect of many online texts, one made all the more difficult by the absence of face-to-face contact and vocal intonation. As our media…”
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IEMOCAP: interactive emotional dyadic motion capture database by Busso, Carlos, Bulut, Murtaza, Lee, Chi-Chun, Kazemzadeh, Abe, Mower, Emily, Kim, Samuel, Chang, Jeannette N., Lee, Sungbok, Narayanan, Shrikanth S.

“…Since emotions are expressed through a combination of verbal and non-verbal channels, a joint analysis of speech and gestures is required to understand…”
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The ACL anthology network corpus by Radev, Dragomir R., Muthukrishnan, Pradeep, Qazvinian, Vahed, Abu-Jbara, Amjad

“…We introduce the ACL Anthology Network (AAN), a comprehensive manually curated networked database of citations, collaborations, and summaries in the field of…”
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Mapping languages: the Corpus of Global Language Use by Dunn, Jonathan

“…This paper describes a web-based corpus of global language use with a focus on how this corpus can be used for data-driven language mapping. First, the corpus…”
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The WaCky Wide Web: A Collection of Very Large Linguistically Processed Web-Crawled Corpora by Baroni, Marco, Bernardini, Silvia, Ferraresi, Adriano, Zanchetta, Eros

“…This article introduces ukWaC, deWaC and itWaC, three very large corpora of English, German, and Italian built by web crawling, and describes the methodology…”
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A pragmatic guide to geoparsing evaluation: Toponyms, Named Entity Recognition and pragmatics by Gritta, Milan, Pilehvar, Mohammad Taher, Collier, Nigel

“…Empirical methods in geoparsing have thus far lacked a standard evaluation framework describing the task, metrics and data used to compare state-of-the-art…”
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ShEMO: a large-scale validated database for Persian speech emotion detection by Nezami, Omid Mohamad, Lou, Paria Jamshid, Karami, Mansoureh

“…This paper introduces a large-scale, validated database for Persian called Sharif Emotional Speech Database (ShEMO). The database includes 3000 seminatural…”
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A comparative evaluation and analysis of three generations of Distributional Semantic Models by Lenci, Alessandro, Sahlgren, Magnus, Jeuniaux, Patrick, Cuba Gyllensten, Amaru, Miliani, Martina

“…Distributional semantics has deeply changed in the last decades. First, predict models stole the thunder from traditional count ones, and more recently both of…”
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The Natural Stories corpus: a reading-time corpus of English texts containing rare syntactic constructions by Futrell, Richard, Gibson, Edward, Tily, Harry J., Blank, Idan, Vishnevetsky, Anastasia, Piantadosi, Steven T., Fedorenko, Evelina

“…It is now a common practice to compare models of human language processing by comparing how well they predict behavioral and neural measures of processing…”
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The challenging task of summary evaluation: an overview by Lloret, Elena, Plaza, Laura, Aker, Ahmet

“…Evaluation is crucial in the research and development of automatic summarization applications, in order to determine the appropriateness of a summary based on…”
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Multilingual and cross-domain temporal tagging by Strötgen, Jannik, Gertz, Michael

“…Extraction and normalization of temporal expressions from documents are important steps towards deep text understanding and a prerequisite for many NLP tasks…”
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