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Towards Parallel Algorithms for Abstract Dialectical Frameworks ...
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Detecting Signal Corruptions in Voice Recordings for Speech Therapy ; Igenkänning av Signalproblem i Röstinspelningar för Logopedi
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Nylén, Helmer. - : KTH, Skolan för elektroteknik och datavetenskap (EECS), 2021
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Noise-skipping Earley parsing and in-order tree extraction from shared packed parse forests
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Temporal Social Network Analysis using Harvard Caselaw Access Project
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Abstract:
Using Natural Language Processing (NLP) and graph algorithms on 100 years of state and federal legal decisions, the names of lawyers and their relationships are extracted using transformer-based language models and then analyzed with Social Network Analysis (SNA) to build social networks and then study how these social networks change over time. Data was grouped by jurisdiction and decade, and various metrics were calculated for each group. Changes in these metrics over time are substantial and show that SNA must take into account the passage of time when looking at data sets spanning large intervals of time. More generally, because individual metrics can be sensitive to scale and other factors, it was found that looking at the changes in metrics over time was often more informative and consistent across different jurisdictions. This may have implications for analysis in other domains as well.
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Keyword:
Artificial intelligence; Computer science; Graph algorithms; Harvard Caselaw Access Project; Legal NLP; Natural language processing; Social network analysis; Social research; Transformer language models
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URL: https://nrs.harvard.edu/URN-3:HUL.INSTREPOS:37370060
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Going beyond our means: A proposal for improving psycholinguistic methods
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Extracting Human Behaviour and Personality Traits from Social Media
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Towards provably efficient algorithms for learning neural networks ...
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Factions: acts of worldbuilding on social media platforms ...
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Understanding and generating language with abstract meaning representation
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Detección de linguaxe misóxino e xenófobo en redes sociais mediante aprendizaxe máquina
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Towards provably efficient algorithms for learning neural networks
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Emoción, percepción, producción: un estudio psicolingüístico para detectar emociones en el habla
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Language Recognition in the Sliding Window Model ... : Formale Sprachen im Sliding-Window-Modell ...
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Seguridad del paciente: estudio de factores para su consecución
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In: TDX (Tesis Doctorals en Xarxa) (2019)
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Fast machine translation on parallel and massively parallel hardware
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Preference inference based on lexicographic and Pareto models
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Seguridad del paciente: estudio de factores para su consecución
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