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Atma

Expert
@AtmaHou

LLM Researcher in Huawei & Computer Science PhD

Task-Oriented-Dialogue-Research-Progress-Survey. A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.

1.2k

MetaDialog. Platform for few-shot natural language processing: Text Classification, Sequene Labeling.

220

FewShotTagging. Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network

154

FewShotMultiLabel. Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.

111

Seq2SeqDataAugmentationForLU. This repo is code for the COLING 2018 paper: Sequence-to-sequence Data Augmentation for Dialogue Language Understanding.

75

PromptSlotTagging. Code for ACL22 findings paper: Inverse is Better! Fast and Accurate Prompt for Slot Tagging

27

Bi-LSTM_PosTagger. An easy-to-use sequence labeling project(get SoA on ATIS data) with pytorch

15

Pascal-Simple-Compiler. 哈工大编译原理实验 编译器

15

FewShotJoint. Python

12

UserSimulator. Code for CCL 2019 BEST Poster Paper: A Corpus-free State2Seq User Simulator for Task-oriented Dialogue

7

Sequence-to-Sequence-User-Simulator. Python

6

atma. Light NLP Tool: atma-0.4.1, commonly-used & tested NLP tools: sentence level bleu, tokenizer, proxy crawler included

6

HIT-secondary-trading-platform-. 哈工大二手交易平台

6

ELMoForManyLangs. Pre-trained ELMo Representations for Many Languages

4

DSEH. Deep Joint Semantic-Embedding Hashing(IJCAI2018)

3

pytorch-seq2seq. An open source framework for seq2seq models in PyTorch.

3

Style-Transfer-in-Text. Paper List for Style Transfer in Text

2

simple_BP. A simple 3-3-4 three layer neural network for HIT PR homework2

2

NNlearning. This repo contains code solution for Stanford CS224N natural language class, and some project relative code.

2

Parzen-Window-And-Top-K. Machine Learning non-parameter method: Parzen window and Top-k

1

scene2. for homework

1

scene1. for homework scene

1

git_homework. A good example of Django development ,which is HIT Software Engineering's homework

1

BigPrimeNumber. MSRA homework, implement a big integer packet and generate the k th prime.

1

CruelWorld. Game & Machine-Learning attempt?

1