Pinned

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 388 104

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

   74 10

4. NLU_datasets_with_task_oriented_dialogue NLU_datasets_with_task_oriented_dialogue Public

   datasets of natural language understanding and dialogue state tracking

   140 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