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MiuLab

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Top 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

MUSE

Modularizing Unsupervised Sense Embedding
Python
29
star
16

D3Q

Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
OpenEdge ABL
26
star
17

SpokenVec

Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding
Python
24
star
18

QAInfomax

Python
22
star
19

Time-Decay-SLU

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

Lattice-ELMo

Source code for ACL 2020 paper "Learning Spoken Language Representations with Neural Lattice Language Modeling"
Python
18
star
21

Spk-Dialogue

Speaker Role Contextual Model for Dialogues
Python
14
star
22

PE-Study

Study of Pre-Trained Positional Embeddings
Python
14
star
23

PairDistill

Source code of our paper "PairDistill: Pairwise Relevance Distillation for Dense Retrieval", EMNLP 2024 Main.
Jupyter Notebook
14
star
24

Time-SLU

Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding
Python
12
star
25

SalesAgent

SalesBot 2.0
Python
12
star
26

Lattice-Transformer-SLU

Source code for ASRU 2019 paper "Adapting Pretrained Transformer to Lattices for Spoken Language Understanding"
Python
11
star
27

LLM-Eval

Python
11
star
28

GenDef

Probing task; contextual embeddings -> textual definitions (EMNLP19)
Python
11
star
29

SpokenCSE

Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding
Python
9
star
30

FastMTL

Efficient Multi-Task Auxiliary Learning
Python
8
star
31

CONVERSER

CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation, SIGDIAL 2023
Python
8
star
32

ZeroShotRationale

Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering
Python
8
star
33

E2EDialog

OpenEdge ABL
8
star
34

CLUSE

Cross-Lingual Unsupervised Sense Embeddings
Python
8
star
35

web-speech-api-demo

Web Speech API demo
JavaScript
8
star
36

SynData-Survey

8
star
37

DialogDQN-Variants

OpenEdge ABL
7
star
38

ICD-Correlation

Source code for our NAACL 2021 paper "Modeling Diagnostic Label Correlation for Automatic ICD Coding".
Python
7
star
39

CQA-Study

Python
7
star
40

LION-Net

LIghtweight ONtology-independent Networks for Schema-Guided Dialogue State Generation
Python
7
star
41

RCT-Gen

Generating RCT Conclusion
Python
5
star
42

TREND

TREND: Trigger-Enhanced Relation Extraction Network for Dialogues
Python
5
star
43

MVAE_Music

Modularized Variational Auto-Encoder
Python
5
star
44

FactAlign

Source code of our EMNLP 2024 paper "FactAlign: Long-form Factuality Alignment of Large Language Models"
Jupyter Notebook
5
star
45

CUDA-DST

Controllable User Dialogue Act Augmentation for Dialogue State Track
Python
4
star
46

EditLLM-Survey

4
star
47

BCWS

Bilingual Contextual Word Similarity (English-Chinese)
4
star
48

GenIR-Survey

4
star
49

UMR

Source code of our paper "Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling", Findings of EACL 2024.
Python
4
star
50

LLMEval-Survey

3
star
51

ConvADR-QA

Open-Domain Conversational Question Answering with Historical Answers
Python
3
star
52

InstUPR

Source code of our paper "InstUPR: Instruction-based Unsupervised Passage Reranking with Large Language Models"
Python
3
star
53

TMLU

Taiwanese Mandarin Language Modeling
Python
3
star
54

VisualDialog

Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models
Python
3
star
55

ImplicitBot

Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning
Python
2
star
56

VisualLU

Visually-Enhanced Language Understanding
Python
1
star
57

xSense

Explainable Sense Word Embeddings
Python
1
star
58

UnseenDRE

Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names
Python
1
star
59

ASMR

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