Essays about: "word embeddings"

Showing result 31 - 35 of 86 essays containing the words word embeddings.

  1. 31. Cross-lingual Word Embeddings Beyond Zero-shot Machine Translation

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Chen Shifei; [2020]
    Keywords : word embeddings; cross-lingual word embeddings; machine translation; multilingual machine translation; neural machine translation; zero-shot; zero-shot machine translation;

    Abstract : Zero-shot translation is a transfer learning setup that refers to the ability of neural machine translation to generalize translation information into unseen language pairs. It provides an appealing solution to the lack of available materials for low-resource languages by transferring knowledge from high-resource languages. READ MORE

  3. 32. Automatic Pronoun Resolution for Swedish

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

    Author : Camilla Ahlenius; [2020]
    Keywords : Pronoun resolution; Mitkov’s algorithm; Support Vector Machine; Supervised learning; SVM-Light-TK; Tree kernels; Dependency trees; Word embeddings; Pronomenbestämning; Mitkovs algoritm; Stödvektormaskin; Övervakad inlärning; SVM-Light-TK; Trädkärnor; Dependensträd; Ordvektorer;

    Abstract : This report describes a quantitative analysis performed to compare two different methods on the task of pronoun resolution for Swedish. The first method, an implementation of Mitkov’s algorithm, is a heuristic-based method — meaning that the resolution is determined by a number of manually engineered rules regarding both syntactic and semantic information. READ MORE

  4. 33. Decentralized Large-Scale Natural Language Processing Using Gossip Learning

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

    Author : Abdul Aziz Alkathiri; [2020]
    Keywords : gossip learning; decentralized machine learning; distributed machine learning; NLP; Word2Vec; data privacy; skvallerinlärning; decentraliserad maskininlärning; distribuerad maskininlärning; naturlig språkbehandling; Word2Vec; dataintegritet;

    Abstract : The field of Natural Language Processing in machine learning has seen rising popularity and use in recent years. The nature of Natural Language Processing, which deals with natural human language and computers, has led to the research and development of many algorithms that produce word embeddings. READ MORE

  5. 34. French AXA Insurance Word Embeddings : Effects of Fine-tuning BERT and Camembert on AXA France’s data

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

    Author : Hend Zouari; [2020]
    Keywords : NLP; Language model; Word embedding; BERT; camemBERT; NLP; Language model; Word embedding; BERT; camemBERT;

    Abstract : We explore in this study the different Natural Language Processing state-of-the art technologies that allow transforming textual data into numerical representation. We go through the theory of the existing traditional methods as well as the most recent ones. READ MORE

  6. 35. Using Natural Language Processing to Identify Similar Patent Documents

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Jakob Navrozidis; Hannes Jansson; [2020]
    Keywords : natural language processing; patent search; document similarity; word embeddings; sentence embeddings; machine learning; Technology and Engineering;

    Abstract : The search for prior art documents is an important, but time-consuming task for the patent attorney. Today, these searches are carried out using keywords, which is problematic since inventions often are described using abstract and general terms in the patent applications. In addition, synonyms must be taken into account and formulated manually. READ MORE