Su Zhu

slot_filling_and_intent_detection_of_SLU. 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

NLU_datasets_with_task_oriented_dialogue. datasets of natural language understanding and dialogue state tracking

Natural-language-understanding-papers. NLU: domain-intent-slot; text2SQL

few_shot_slot_tagging_and_NER. 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.

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

ext_data_for_haihua_ai_mrc.

SLU_focus_and_attention. Lua

DAAT_SLU. Data Augmentation with Atomic Templates for Spoken Language Understanding