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  • Shanghai Jiao Tong University
  • shanghai

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  1. slot_filling_and_intent_detection_of_SLU slot_filling_and_intent_detection_of_SLU Public

    slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

    Python 392 106

  2. few_shot_slot_tagging_and_NER few_shot_slot_tagging_and_NER Public

    PyTorch implementation of the paper: Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding. Su Zhu, Ruisheng Cao, Lu Chen and Kai Yu.

    Python 18 4

  3. Natural-language-understanding-papers Natural-language-understanding-papers Public

    NLU: domain-intent-slot; text2SQL

    75 10

  4. NLU_datasets_with_task_oriented_dialogue NLU_datasets_with_task_oriented_dialogue Public

    datasets of natural language understanding and dialogue state tracking

    142 19

  5. pretrained_word_embeddings pretrained_word_embeddings Public

    It is about how to load and aggregate pretrained word embeddings in pytorch, e.g., ELMo\BERT\XLNET.

    Python 12 3

  6. AtmaHou/Task-Oriented-Dialogue-Research-Progress-Survey AtmaHou/Task-Oriented-Dialogue-Research-Progress-Survey Public

    A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.

    1.2k 216