@MiuLab
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MiuLab

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  • Stars
    star
    2,924
  • Global Org. Rank 6,988 (Top 3 %)
  • Registered over 7 years ago
  • Most used languages
    Python
         87.2 %
    OpenEdge ABL     10.6 %
    JavaScript
         2.1 %
  • Location πŸ‡ΉπŸ‡Ό Taiwan
  • Country Total Rank 96
  • Country Ranking
    OpenEdge ABL     1
    Python
         14
    JavaScript
         1,028

Top repositories

1

Taiwan-LLM

Traditional Mandarin LLMs for Taiwan
Python
837
star
2

TC-Bot

User Simulation for Task-Completion Dialogues
OpenEdge ABL
805
star
3

SlotGated-SLU

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
Python
301
star
4

KB-InfoBot

A dialogue bot for information access
Python
186
star
5

DDQ

Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning
OpenEdge ABL
149
star
6

DuaLUG

The implementation of the papers on dual learning of natural language understanding and generation. (ACL2019,2020; Findings of EMNLP 2020)
Python
66
star
7

DialSum

Dialogue Summarization
Python
53
star
8

E2EMathSolver

Implementation of NAACL 2019 paper "Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problem"
Python
45
star
9

PLM-ICD

PLM-ICD: Automatic ICD Coding with Pretrained Language Models
Python
40
star
10

SalesBot

Transitioning from Open-Domain Chit-Chat to Task-Oriented Dialogues
Python
36
star
11

FlowDelta

FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension
Python
35
star
12

HNLG

Natural Language Generation by Hierarchical Decoding with Linguistic Patterns (NAACL-HLT 2018), Investigating Linguistic Pattern Ordering in Hierarchical Natural Language Generation (SLT 2018)
Python
33
star
13

TaylorGAN

Python
31
star
14

MUSE

Modularizing Unsupervised Sense Embedding
Python
29
star
15

D3Q

Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
OpenEdge ABL
26
star
16

SpokenVec

Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding
Python
23
star
17

QAInfomax

Python
22
star
18

Time-Decay-SLU

How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogue
Python
20
star
19

Lattice-ELMo

Source code for ACL 2020 paper "Learning Spoken Language Representations with Neural Lattice Language Modeling"
Python
18
star
20

Spk-Dialogue

Speaker Role Contextual Model for Dialogues
Python
14
star
21

Time-SLU

Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding
Python
12
star
22

PE-Study

Study of Pre-Trained Positional Embeddings
Python
11
star
23

Lattice-SLU

Source code for ASRU 2019 paper "Adapting Pretrained Transformer to Lattices for Spoken Language Understanding"
Python
11
star
24

ZeroShotRationale

Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering
Python
9
star
25

SpokenCSE

Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding
Python
9
star
26

GenDef

Probing task; contextual embeddings -> textual definitions (EMNLP19)
Python
9
star
27

E2EDialog

OpenEdge ABL
8
star
28

CLUSE

Cross-Lingual Unsupervised Sense Embeddings
Python
8
star
29

web-speech-api-demo

Web Speech API demo
JavaScript
8
star
30

FastMTL

Efficient Multi-Task Auxiliary Learning
Python
7
star
31

CONVERSER

CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation
Python
7
star
32

DialogDQN-Variants

OpenEdge ABL
7
star
33

ICD-Correlation

Source code for our NAACL 2021 paper "Modeling Diagnostic Label Correlation for Automatic ICD Coding".
Python
7
star
34

CQA-Study

Python
7
star
35

LION-Net

LIghtweight ONtology-independent Networks for Schema-Guided Dialogue State Generation
Python
7
star
36

LLM-Eval

Python
6
star
37

RCT-Gen

Generating RCT Conclusion
Python
5
star
38

TREND

TREND: Trigger-Enhanced Relation Extraction Network for Dialogues
Python
5
star
39

MVAE_Music

Modularized Variational Auto-Encoder
Python
5
star
40

CUDA-DST

Controllable User Dialogue Act Augmentation for Dialogue State Track
Python
4
star
41

BCWS

Bilingual Contextual Word Similarity (English-Chinese)
4
star
42

ConvADR-QA

Open-Domain Conversational Question Answering with Historical Answers
Python
3
star
43

UMR

Source code of our paper "Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling", Findings of EACL 2024.
Python
3
star
44

InstUPR

Source code of our paper "InstUPR: Instruction-based Unsupervised Passage Reranking with Large Language Models"
Python
3
star
45

VisualLU

Visually-Enhanced Language Understanding
Python
1
star
46

xSense

Explainable Sense Word Embeddings
Python
1
star
47

ImplicitBot

Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning
Python
1
star
48

UnseenDRE

Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names
Python
1
star
49

ASMR

Augmenting Life Scenario using Large Generative Models for Robotic Action Reflection
1
star