Essays about: "coreference resolution"

Showing result 1 - 5 of 7 essays containing the words coreference resolution.

1. 1. Domain-specific knowledge graph construction from Swedish and English news articles

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Aleksandra Krupinska; [2023]
   Keywords : knowledge graph; information extraction; knowledge representation; Swedish; English;

   Abstract : In the current age of new textual information emerging constantly, there is a challenge related to processing and structuring it in some ways. Moreover, the information is often expressed in many different languages, but the discourse tends to be dominated by English, which may lead to overseeing important, specific knowledge in less well-resourced languages. READ MORE

3. 2. Coreference Resolution for Swedish

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

   Author : Lisa Vällfors; [2022]
   Keywords : Natural language processing; Information extraction; Machine learning; Random forests; Coreference resolution; Språkteknologi; informationsextraktion; maskininlärning; beslutsträdsinlärning; koreferenslösning;

   Abstract : This report explores possible avenues for developing coreference resolution methods for Swedish. Coreference resolution is an important topic within natural language processing, as it is used as a preprocessing step in various information extraction tasks. READ MORE

4. 3. Prerequisites for Extracting Entity Relations from Swedish Texts

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

   Author : Erik Lenas; [2020]
   Keywords : Machine Learning; Natural Language Processing; Relation Extraction; Named Entity Recognition; Coreference resolution; BERT; Maskininlärning; Natural Language Processing; Relationsextrahering; Named Entity Recognition; Coreference resolution; BERT;

   Abstract : Natural language processing (NLP) is a vibrant area of research with many practical applications today like sentiment analyses, text labeling, questioning an- swering, machine translation and automatic text summarizing. At the moment, research is mainly focused on the English language, although many other lan- guages are trying to catch up. READ MORE

5. 4. Neural Language Models with Explicit Coreference Decision

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Jenny Kunz; [2019]
   Keywords : Coreference; Reference; Entity; Language Models; LM; Neural Networks; RNN; Attention; Deep Learning;

   Abstract : Coreference is an important and frequent concept in any form of discourse, and Coreference Resolution (CR) a widely used task in Natural Language Understanding (NLU). In this thesis, we implement and explore two recent models that include the concept of coreference in Recurrent Neural Network (RNN)-based Language Models (LM). READ MORE

6. 5. An evaluation of BERT for a Span-based Approach for Jointly Predicting Entities, Coreference Clusters and Relations Between Entities

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

   Author : Ulme Wennerberg; [2019]
   Keywords : ;

   Abstract : This degree project examines and evaluates the performance of various ways of improving contextualization of text span representations within a general multi-task learning framework for named entity recognition, coreference resolution and relation extraction. A span-based approach is used in which all possible text spans are enumerated, iteratively refined and finally scored. READ MORE