Essays about: "CoNLL"

Showing result 1 - 5 of 6 essays containing the word CoNLL.

  1. 1. BERTie Bott’s Every Flavor Labels : A Tasty Guide to Developing a Semantic Role Labeling Model for Galician

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Micaella Bruton; [2023]
    Keywords : natural language processing; NLP; Galician; low-resource language; low resource language; semantic role labeling; SRL; mBERT; XLM-R; transfer-learning; transfer learning; Spanish; verbal indexing; procesamento de linguaxe natural; NLP; Galego; lingua de recursos limitados; etiquetado de papeis semánticos; SRL; mBERT; XLM-R; aprendizaxe por transferencia; Español; indexación verbal; språkteknologiska verktyg; NLP; naturlig språkbehandling; galiciska; språk med begränsade resurser; semantisk rollmärkning; SRL; mBERT; XLM-R; överföringsinlärning; spanska; verbal indexering; verbalindexering; procesamiento del lenguaje natural; NLP; Gallego; idioma de bajos recursos; etiquetado de roles semánticos; SRL; mBERT; XLM-R; aprendizaje por transferencia; Español; indexación verbal;

    Abstract : For the vast majority of languages, Natural Language Processing (NLP) tools are either absent entirely, or leave much to be desired in their final performance. Despite having nearly 4 million speakers, one such low-resource language is Galician. READ MORE

  3. 2. Separating the Signal from the Noise: Predicting the Correct Entities in Named-Entity Linking

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Drew Perkins; [2020]
    Keywords : language; technology;

    Abstract : In this study, I constructed a named-entity linking system that maps between contextual word embeddings and knowledge graph embeddings to predict correct entities. To establish a named-entity linking system, I first applied named-entity recognition to identify the entities of interest. READ MORE

  4. 3. Comparison of sequence classification techniques with BERT for named entity recognition

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Erik Rosvall; [2019]
    Keywords : ;

    Abstract : This thesis takes its starting point from the recent advances in Natural Language Processing being developed upon the Transformer model. One of the significant developments recently was the release of a deep bidirectional encoder called BERT that broke several state of the art results at its release. READ MORE

  5. 4. A Multilingual Named Entity Recognition System based on Fixed Ordinally-Forgetting Encoding

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Firas Dib; [2018]
    Keywords : MSc; NER; TAC; CoNLL; FOFE; named entities; Technology and Engineering;

    Abstract : This thesis describes a system whose goal is to find named entities in text. The system uses an encoding method, called the fixed ordinally-forgetting encoding, to efficiently encode variable-length text. We applied this encoding to words and characters and we used the resulting vectors as features. READ MORE

  6. 5. Creating a coreference solver for Swedish and German using distant supervision

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Alexander Wallin; [2017]
    Keywords : coreference resolution; distance supervision; machine-learning; multilin- gual; Swedish; German; Technology and Engineering;

    Abstract : It is said that coreference is difficult to explain, but easy to comprehend; everyoneknows coreference, they just don’t know that they do. We trained a computer toknow it too! Coreference resolution is the identification of phrases that refer to the same entity in a text. READ MORE