Essays about: "Causal Language Models"

Showing result 1 - 5 of 8 essays containing the words Causal Language Models.

  1. 1. AI-Assisted Authorship

    University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Author : Adam Ovilius; Oskar Kylvåg; [2022]
    Keywords : Causal Language Models; Game design; Mixed Initiative Co-Creation; Narrative in Games;

    Abstract : Writing is a notoriously time-consuming and challenging activity that is difficult to avoid during the development of a game, and the steady increase in complexity behind producing games is putting pressure on the industry to cut unnecessary costs and streamline processes. With recent breakthroughs in Neural Network research the capabilities of causal language models like the GPT models made by OpenAI have reached a level where they could be used to assist with creative assignments that previously only could be done to an acceptable level of quality by a human writer. READ MORE

  3. 2. Free-text Informed Duplicate Detection of COVID-19 Vaccine Adverse Event Reports

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Erik Turesson; [2022]
    Keywords : Duplicate detection; Deduplication; Record linkage; Adverse Event Reports; COVID-19 Vaccines; Uppsala Monitoring Centre; VigiBase; Machine Learning; Gradient Boosted Decision Trees; BERT; Natural Language Processing; Pharmacovigilance; Individual Case Safety Reports;

    Abstract : To increase medicine safety, researchers use adverse event reports to assess causal relationships between drugs and suspected adverse reactions. VigiBase, the world's largest database of such reports, collects data from numerous sources, introducing the risk of several records referring to the same case. READ MORE

  4. 3. Modelling and Simulation of Complete Wheel Loader in Modelica : Evaluation using Modelon Impact software

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

    Author : Paolo Teta; [2022]
    Keywords : Modelica; Wheel Loader; Mechanics; Object-orientation; Modelling; Simulation; Differential Algebraic Equations; Ordinary Differential Equations; Modelica; Hjullastare; Mekanik; Objektorientering; Modellering; Simulering; Differentialekvationer;

    Abstract : Modelling and simulation of complex and multi-domain mechanical systems has become of major importance in the last few years to address energy and fuel consumption performance evaluation. The goal is to unify the available modelling languages aiming to improve scalability and easiness of handling complex multi-domain models. READ MORE

  5. 4. Multilingual Zero-Shot and Few-Shot Causality Detection

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Sebastian Michael Reimann; [2021]
    Keywords : classification; causality; causal relation; multilingual; cross-lingual; zero-shot; few-shot; bert; xlm-r; laser;

    Abstract : Relations that hold between causes and their effects are fundamental for a wide range of different sectors. Automatically finding sentences that express such relations may for example be of great interest for the economy or political institutions. READ MORE

  6. 5. Sentiment Analysis of Financial News with Supervised Learning

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Farha Shazmeen Syeda; [2020]
    Keywords : Financial news; Transfer learning; Sentiment classification; BERT; FinBERT; Time series indices; Casual inference;

    Abstract : Financial data in banks are unstructured and complicated. It is challenging to analyze these texts manually due to the small amount of labeled training data in financial text. Moreover, the financial text consists of language in the economic domain where a general-purpose model is not efficient. READ MORE