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MixSNIPS

Introduced by Libo Qin et al. in AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling21 Apr 2020 archive 2025-07-28

Dataset is constructed from single intent dataset SNIPS.

This is a publicly available multi intent dataset, which can be downloaded from https://github.com/LooperXX/AGIF/data

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Intent Detection MixSNIPS SSRAN Accuracy 98.4 A Scope Sensitive and Result Attentive Model for... — 16 Compare
Slot Filling MixSNIPS BiSLU Micro F1 97.2 Joint Multiple Intent Detection and Slot Filling with... anhtunguyen98/bislu 16 Compare

Papers archive 2025-07-28

14 shown of 14 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 26. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU 0 6 5 May 2024 not harvested
Uni-MIS: United Multiple Intent Spoken Language Understanding via Multi-View Intent-Slot Interaction 1 2 24 Mar 2024 not harvested
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention 1 2 10 Dec 2023 not harvested
Joint Multiple Intent Detection and Slot Filling with Supervised Contrastive Learning and Self-Distillation 1 2 28 Aug 2023 not harvested
Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence 1 2 1 Dec 2022 not harvested
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding 0 2 22 Nov 2022 not harvested
A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding 0 2 8 Nov 2022 not harvested
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs 1 2 19 Oct 2022 not harvested
Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling 1 2 1 Oct 2022 not harvested
A Transformer-based Threshold-Free Framework for Multi-Intent NLU 0 2 1 Oct 2022 not harvested
Exploiting Topic Information for Joint Intent Detection and Slot Filling 0 2 16 Jan 2022 not harvested
SLIM: Explicit Slot-Intent Mapping with BERT for Joint Multi-Intent Detection and Slot Filling 1 2 26 Aug 2021 not harvested
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling 1 2 3 Jun 2021 not harvested
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling 1 2 21 Apr 2020 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Semantic ParsingIntent DetectionSlot FillingSemantic Frame Parsing

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

English

Variants archive 2025-07-28

  • MixSNIPS

1 variant name, as the archive lists them.

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