Essays about: "Multilingual Models"

Showing result 21 - 25 of 49 essays containing the words Multilingual Models.

  1. 21. Cognate effects in intra-sentential codeswitching in trilinguals - evidence from a read-aloud task

    University essay from Lunds universitet/Masterprogram: Språk och språkvetenskap; Lunds universitet/Allmän språkvetenskap

    Author : Annika Milena Schimpff; [2021]
    Keywords : cognates; codeswitching; read-aloud task; language processing; language activation; speech monitoring; planned speech production; Languages and Literatures;

    Abstract : This thesis examines the effect of cognates on codeswitching in planned speech production in trilinguals, which has previously been unexplored. Previous studies on cognates and codeswitching have primarily focused on cognate facilitation effects in spontaneous speech in bilinguals. READ MORE

  3. 22. How to improve Swedish sentiment polarityclassification using context analysis

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Ludvig Nilsson; Olle Djerf; [2021]
    Keywords : Context analysis; machine learning; Natural Language Processing;

    Abstract : This thesis considers sentiment polarity analysis in Swedish. De-spite being the most widely spoken of the Nordic languages less re-search in sentiment has been conducted in this area compared toneighboring languages. As such this is a largely exploratory projectusing techniques that have shown positive results for other languages. READ MORE

  4. 23. Low-resource Language Question Answering Systemwith BERT

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Herman Jansson; [2021]
    Keywords : BERT; Question Answering system; Reading Comprehension; Low resource language; SQuADv2;

    Abstract : The complexity for being at the forefront regarding information retrieval systems are constantly increasing. Recent technology of natural language processing called BERT has reached superhuman performance in high resource languages for reading comprehension tasks. READ MORE

  5. 24. Smart Auto-completion in Live Chat Utilizing the Power of T5

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

    Author : Zhanpeng Wang; [2021]
    Keywords : Natural Language Processing; Natural Language Generation; T5; Sequence-to- sequence; Auto-completion; Transformer-based Pre-trained Language Model; Naturlig språkbehandling; Generering av naturligt språk; T5; Sekvens-tillsekvens; Automatkomplettering; Transformatorbaserad förtränad språkmodell;

    Abstract : Auto-completion is a task that requires an algorithm to give suggestions for completing sentences. Specifically, the history of live chat and the words already typed by the agents are provided to the algorithm for outputting the suggestions to finish the sentences. READ MORE

  6. 25. What the BERT? : Fine-tuning KB-BERT for Question Classification

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

    Author : Jonatan Cervall; [2021]
    Keywords : BERT; KB-BERT; Question Classification; TREC; Li and Roth Taxonomy; BERT; KB-BERT; Frågeklassificering; TREC; Li och Roth Taxonomi;

    Abstract : This work explores the capabilities of KB-BERT on the downstream task of Question Classification. The TREC data set for Question Classification with the Li and Roth taxonomy was translated to Swedish, by manually correcting the output of Google’s Neural Machine Translation. 500 new data points were added. READ MORE