Libo Qin | DeepAI

DeepAI AI Chat

Featured Co-authors

Yue Zhang
213 publications
Min Zhang
196 publications
Ting Liu
175 publications
Xiao Liu
161 publications
Tat-Seng Chua
157 publications
Xing Xie
115 publications
Kai Yu
86 publications
Zhi Chen
80 publications
Wanxiang Che
79 publications
Bing Qin
74 publications
Lu Chen
73 publications

∙ 05/17/2023

OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding

Spoken Language Understanding (SLU) is one of the core components of a t...

0 Libo Qin, et al. ∙

∙ 04/18/2023

A Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification

Cross-domain text classification aims to adapt models to a target domain...

0 Yunlong Feng, et al. ∙

∙ 04/13/2023

LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model

Universally modeling all typical information extraction tasks (UIE) with...

0 Hao Fei, et al. ∙

∙ 04/09/2023

A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding

Zero-shot dialogue understanding aims to enable dialogue to track the us...

0 Wenbo Pan, et al. ∙

∙ 01/05/2023

HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding

Multilingual spoken language understanding (SLU) consists of two sub-tas...

0 Bo Zheng, et al. ∙

∙ 11/15/2022

GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective

Pre-trained language models (PLMs) are known to improve the generalizati...

0 Linyi Yang, et al. ∙

∙ 04/18/2022

GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding

Due to high data demands of current methods, attention to zero-shot cros...

0 Libo Qin, et al. ∙

∙ 04/10/2022

UniDU: Towards A Unified Generative Dialogue Understanding Framework

With the development of pre-trained language models, remarkable success ...

0 Zhi Chen, et al. ∙

∙ 12/22/2021

Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding

Current researches on spoken language understanding (SLU) heavily are li...

0 Xiao Xu, et al. ∙

∙ 09/23/2021

Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System

Consistency Identification has obtained remarkable success on open-domai...

0 Libo Qin, et al. ∙

∙ 06/03/2021

GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling

Multi-intent SLU can handle multiple intents in an utterance, which has ...

0 Libo Qin, et al. ∙

∙ 05/26/2021

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization

Current dialogue summarization systems usually encode the text with a nu...

0 Xiachong Feng, et al. ∙

∙ 03/04/2021

A Survey on Spoken Language Understanding: Recent Advances and New Frontiers

Spoken Language Understanding (SLU) aims to extract the semantics frame ...

0 Libo Qin, et al. ∙

∙ 12/24/2020

Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification

In a dialog system, dialog act recognition and sentiment classification ...

0 Libo Qin, et al. ∙

∙ 10/08/2020

Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding

Intent detection and slot filling are two closely related tasks for buil...

0 Dechuang Teng, et al. ∙

∙ 10/08/2020

A Co-Interactive Transformer for Joint Slot Filling and Intent Detection

Intent detection and slot filling are two main tasks for building a spok...

0 Libo Qin, et al. ∙

∙ 09/24/2020

N-LTP: A Open-source Neural Chinese Language Technology Platform with Pretrained Models

We introduce N-LTP, an open-source Python Chinese natural language proce...

0 Wanxiang Che, et al. ∙

∙ 08/16/2020

DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification

In dialog system, dialog act recognition and sentiment classification ar...

0 Libo Qin, et al. ∙

∙ 08/13/2020

Dialogue State Induction Using Neural Latent Variable Models

Dialogue state modules are a useful component in a task-oriented dialogu...

0 Qingkai Min, et al. ∙

∙ 06/11/2020

CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP

Multi-lingual contextualized embeddings, such as multilingual-BERT (mBER...

0 Libo Qin, et al. ∙

∙ 04/30/2020

Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization

Spoken language understanding has been addressed as a supervised learnin...

0 Libo Qin, et al. ∙

∙ 04/23/2020

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog

Recent studies have shown remarkable success in end-to-end task-oriented...

0 Libo Qin, et al. ∙

∙ 04/21/2020

TD-GIN: Token-level Dynamic Graph-Interactive Network for Joint Multiple Intent Detection and Slot Filling

Intent detection and slot filling are two main tasks for building a spok...

0 Libo Qin, et al. ∙

∙ 09/15/2019

Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever

Querying the knowledge base (KB) has long been a challenge in the end-to...

0 Libo Qin, et al. ∙

∙ 09/05/2019

A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding

Intent detection and slot filling are two main tasks for building a spok...

0 Libo Qin, et al. ∙

∙ 06/12/2018

Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation

Classic pipeline models for task-oriented dialogue system require explic...

0 Haoyang Wen, et al. ∙