[ { "F1": 0.958, "code_links": [ { "title": "ZephyrChenzf/SF-ID-Network-For-NLU", "url": "https://github.com/ZephyrChenzf/SF-ID-Network-For-NLU" }, { "title": "Polly42Rose/SiriusIntentPredictionSlotFilling", "url": "https://github.com/Polly42Rose/SiriusIntentPredictionSlotFilling" } ], "date": "2019-06-30", "date2": 20190630, "model": "SF-ID", "paper": { "title": "A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling", "url": "https://cknow.io/lib/9c58ada71454f85c" }, "paper_data_uoa": "9c58ada71454f85c" }, { "F1": 0.952, "code_links": [ { "title": "czhang99/Capsule-NLU", "url": "https://github.com/czhang99/Capsule-NLU" }, { "title": "Fireblossom/DeepDarkHomeword", "url": "https://github.com/Fireblossom/DeepDarkHomeword" }, { "title": "Fireblossom/DeepDarkHomework", "url": "https://github.com/Fireblossom/DeepDarkHomework" } ], "date": "2018-12-22", "date2": 20181222, "model": "Capsule-NLU", "paper": { "title": "Joint Slot Filling and Intent Detection via Capsule Neural Networks", "url": "https://cknow.io/lib/ce69c158dd0b7028" }, "paper_data_uoa": "ce69c158dd0b7028" } ]