MiuLab

Taiwan-LLM

Traditional Mandarin LLMs for Taiwan

TC-Bot

User Simulation for Task-Completion Dialogues

SlotGated-SLU

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

DuaLUG

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

PLM-ICD

PLM-ICD: Automatic ICD Coding with Pretrained Language Models

SalesBot

Transitioning from Open-Domain Chit-Chat to Task-Oriented Dialogues

FlowDelta

FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension

TaylorGAN

SpokenVec

Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding

QAInfomax

Lattice-ELMo

Source code for ACL 2020 paper "Learning Spoken Language Representations with Neural Lattice Language Modeling"

PE-Study

Study of Pre-Trained Positional Embeddings

Lattice-SLU

Source code for ASRU 2019 paper "Adapting Pretrained Transformer to Lattices for Spoken Language Understanding"

GenDef

Probing task; contextual embeddings -> textual definitions (EMNLP19)

SpokenCSE

Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding

FastMTL

Efficient Multi-Task Auxiliary Learning

LLM-Eval

ZeroShotRationale

Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering

CONVERSER

CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation

ICD-Correlation

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

TREND

TREND: Trigger-Enhanced Relation Extraction Network for Dialogues

CUDA-DST

Controllable User Dialogue Act Augmentation for Dialogue State Track

ConvADR-QA

Open-Domain Conversational Question Answering with Historical Answers

InstUPR

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

UMR

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

SynData-Survey

ASMR

Augmenting Life Scenario using Large Generative Models for Robotic Action Reflection

ImplicitBot

Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning

UnseenDRE

Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names

VisualLU

Visually-Enhanced Language Understanding