MiuLab/MUSE MiuLab/MUSE

  • Stars
    star
    29
  • Rank 860,307 (Top 17 %)
  • Language
    Python
  • Created over 7 years ago
  • Updated almost 7 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
MiuLab/MUSE
github

MiuLab

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Modularizing Unsupervised Sense Embedding

More Repositories

1

Taiwan-LLM

Traditional Mandarin LLMs for Taiwan
Python
1,209
star
2

TC-Bot

User Simulation for Task-Completion Dialogues
OpenEdge ABL
806
star
3

SlotGated-SLU

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
Python
304
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
150
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

PLM-ICD

PLM-ICD: Automatic ICD Coding with Pretrained Language Models
Python
55
star
8

DialSum

Dialogue Summarization
Python
53
star
9

E2EMathSolver

Implementation of NAACL 2019 paper "Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problem"
Python
46
star
10

PersonaLLM-Survey

42
star
11

SalesBot

Transitioning from Open-Domain Chit-Chat to Task-Oriented Dialogues
Python
40
star
12

FlowDelta

FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension
Python
36
star
13

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
14

TaylorGAN

Python
31
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
24
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

PE-Study

Study of Pre-Trained Positional Embeddings
Python
14
star
22

PairDistill

Source code of our paper "PairDistill: Pairwise Relevance Distillation for Dense Retrieval", EMNLP 2024 Main.
Jupyter Notebook
14
star
23

Time-SLU

Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding
Python
12
star
24

SalesAgent

SalesBot 2.0
Python
12
star
25

Lattice-Transformer-SLU

Source code for ASRU 2019 paper "Adapting Pretrained Transformer to Lattices for Spoken Language Understanding"
Python
11
star
26

LLM-Eval

Python
11
star
27

GenDef

Probing task; contextual embeddings -> textual definitions (EMNLP19)
Python
11
star
28

SpokenCSE

Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding
Python
9
star
29

FastMTL

Efficient Multi-Task Auxiliary Learning
Python
8
star
30

CONVERSER

CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation, SIGDIAL 2023
Python
8
star
31

ZeroShotRationale

Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering
Python
8
star
32

E2EDialog

OpenEdge ABL
8
star
33

CLUSE

Cross-Lingual Unsupervised Sense Embeddings
Python
8
star
34

web-speech-api-demo

Web Speech API demo
JavaScript
8
star
35

SynData-Survey

8
star
36

DialogDQN-Variants

OpenEdge ABL
7
star
37

ICD-Correlation

Source code for our NAACL 2021 paper "Modeling Diagnostic Label Correlation for Automatic ICD Coding".
Python
7
star
38

CQA-Study

Python
7
star
39

LION-Net

LIghtweight ONtology-independent Networks for Schema-Guided Dialogue State Generation
Python
7
star
40

RCT-Gen

Generating RCT Conclusion
Python
5
star
41

TREND

TREND: Trigger-Enhanced Relation Extraction Network for Dialogues
Python
5
star
42

MVAE_Music

Modularized Variational Auto-Encoder
Python
5
star
43

FactAlign

Source code of our EMNLP 2024 paper "FactAlign: Long-form Factuality Alignment of Large Language Models"
Jupyter Notebook
5
star
44

CUDA-DST

Controllable User Dialogue Act Augmentation for Dialogue State Track
Python
4
star
45

EditLLM-Survey

4
star
46

BCWS

Bilingual Contextual Word Similarity (English-Chinese)
4
star
47

GenIR-Survey

4
star
48

UMR

Source code of our paper "Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling", Findings of EACL 2024.
Python
4
star
49

LLMEval-Survey

3
star
50

ConvADR-QA

Open-Domain Conversational Question Answering with Historical Answers
Python
3
star
51

InstUPR

Source code of our paper "InstUPR: Instruction-based Unsupervised Passage Reranking with Large Language Models"
Python
3
star
52

TMLU

Taiwanese Mandarin Language Modeling
Python
3
star
53

VisualDialog

Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models
Python
3
star
54

ImplicitBot

Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning
Python
2
star
55

VisualLU

Visually-Enhanced Language Understanding
Python
1
star
56

xSense

Explainable Sense Word Embeddings
Python
1
star
57

UnseenDRE

Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names
Python
1
star
58

ASMR

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