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Slot-filling and intent detection are well-established tasks in Conversational AI.
Measuring nominal scale agreement among many raters
Joseph L Fleiss. 1971 · 1971
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The ATIS spoken language systems pilot corpus
Charles T. Hemphill, John J. Godfrey, and George R. Doddington. 1990 · 1990
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Semantic parsing for task oriented dialog using hierarchical representations
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Unsupervised cross-lingual representation learning at scale
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An evaluation dataset for intent classification and out-of-scope prediction
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End-to-end slot alignment and recognition for cross-lingual NLU
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mt5: A massively multilingual pre-trained text-to-text transformer
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MTOP: A comprehensive multilingual task-oriented semantic parsing benchmark
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From masked language modeling to translation: Non-English auxiliary tasks improve zero-shot spoken language understanding
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MasakhaNER 2.0: Africa-centric transfer learning for named entity recognition
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Better quality pre-training data and t5 models for African languages
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XTREME-UP: A user-centric scarce-data benchmark for under-represented languages
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LLM2Vec: Large language models are secretly powerful text encoders
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The llama 3 herd of models
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A survey of intent classification and slot-filling datasets for task-oriented dialog
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