Human level information extraction from clinical reports with finetuned language models.
Sign Up to like & getrecommendations! Published in 2025 at "Scientific reports"
DOI: 10.1038/s41598-025-28767-z
Abstract: Extracting structured data from clinical notes remains a key bottleneck in clinical research. We hypothesized that with minimal computational and annotation resources, open-source large language models (LLMs) could create high-quality research databases. We developed Strata,… read more here.
Keywords: open source; pathology; language; language models ... See more keywords
Incipient Fault Identification in Power Distribution Systems via Human-Level Concept Learning
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Smart Grid"
DOI: 10.1109/tsg.2020.2994637
Abstract: Incipient faults in power distribution systems potentially lead to catastrophic failures. Detection of incipient faults contributes to proactive fault management and predictive maintenance, which effectively improves power supply reliability. Since the faults are infrequent and… read more here.
Keywords: power distribution; power; human level; incipient faults ... See more keywords
Comparing Human‐Level and Machine Learning Model Performance in White Blood Cell Morphology Assessment
Sign Up to like & getrecommendations! Published in 2024 at "European Journal of Haematology"
DOI: 10.1111/ejh.14318
Abstract: There is an increasing research focus on the role of machine learning in the haematology laboratory, particularly in blood cell morphologic assessment. Human‐level performance is an important baseline and goal for machine learning. This study… read more here.
Keywords: human level; blood cell; machine learning;
Human-level few-shot concept induction through minimax entropy learning
Sign Up to like & getrecommendations! Published in 2024 at "Science Advances"
DOI: 10.1126/sciadv.adg2488
Abstract: Humans learn concepts both from labeled supervision and by unsupervised observation of patterns, a process machines are being taught to mimic by training on large annotated datasets—a method quite different from the human pathway, wherein… read more here.
Keywords: concept; minimax entropy; minimax; entropy learning ... See more keywords
Human-level performance in 3D multiplayer games with population-based reinforcement learning
Sign Up to like & getrecommendations! Published in 2019 at "Science"
DOI: 10.1126/science.aau6249
Abstract: Artificial teamwork Artificially intelligent agents are getting better and better at two-player games, but most real-world endeavors require teamwork. Jaderberg et al. designed a computer program that excels at playing the video game Quake III… read more here.
Keywords: game; level performance; reinforcement learning; human level ... See more keywords
Human-level play in the game of Diplomacy by combining language models with strategic reasoning
Sign Up to like & getrecommendations! Published in 2022 at "Science"
DOI: 10.1126/science.ade9097
Abstract: Despite much progress in training artificial intelligence (AI) systems to imitate human language, building agents that use language to communicate intentionally with humans in interactive environments remains a major challenge. We introduce Cicero, the first… read more here.
Keywords: game diplomacy; diplomacy; language; human level ... See more keywords
Human-level intelligence or animal-like abilities?
Sign Up to like & getrecommendations! Published in 2018 at "Communications of the ACM"
DOI: 10.1145/3271625
Abstract: What just happened in artificial intelligence and how it is being misunderstood. read more here.
Keywords: intelligence; intelligence animal; like abilities; human level ... See more keywords
Technical perspective: The importance of WINOGRANDE
Sign Up to like & getrecommendations! Published in 2021 at "Communications of the ACM"
DOI: 10.1145/3474378
Abstract: amples) for which the best system’s accuracy in 2019 was 79.1%, considerably below human level. This effect, to prevent AI systems achieving human performance levels in the absence of genuine reasoning ability, was a desired… read more here.
Keywords: level; perspective importance; technical perspective; human level ... See more keywords
Human-level saccade detection performance using deep neural networks.
Sign Up to like & getrecommendations! Published in 2019 at "Journal of neurophysiology"
DOI: 10.1152/jn.00601.2018
Abstract: Saccades are ballistic eye movements that rapidly shift gaze from one location of visual space to another. Detecting saccades in eye movement recordings is important not only for studying the neural mechanisms underlying sensory, motor,… read more here.
Keywords: detecting saccades; level saccade; human level; performance ... See more keywords
Editorial: Toward and beyond human-level AI, volume II
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2022.1120167
Abstract: COPYRIGHT © 2023 Dunin-Barkowski and Gorban. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the… read more here.
Keywords: beyond human; level volume; editorial toward; human level ... See more keywords