Cover Image

Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Luo, Xiang, Tang, Zhiwen, Wang, Jin, Zhang, Xuejie
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues
by: Luo, Xiang, et al.
Published: (2024)

Schema Augmentation for Zero-Shot Domain Adaptation in Dialogue State Tracking
by: Richardson, Christopher, et al.
Published: (2024)

MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking
by: Tang, Tianwen, et al.
Published: (2024)

UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking
by: Li, Chuang, et al.
Published: (2023)

Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking
by: Finch, James D., et al.
Published: (2024)

ReacTOD: Bounded Neuro-Symbolic Agentic NLU for Zero-Shot Dialogue State Tracking
by: Lin, Yanjun, et al.
Published: (2026)

Dual Decomposition of Weights and Singular Value Low Rank Adaptation
by: Han, Jialong, et al.
Published: (2025)

Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation
by: Gu, Ming, et al.
Published: (2024)

ChatZero:Zero-shot Cross-Lingual Dialogue Generation via Pseudo-Target Language
by: Liu, Yongkang, et al.
Published: (2024)

Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis
by: Zheng, Guangmin, et al.
Published: (2024)

Transliterated Zero-Shot Domain Adaptation for Automatic Speech Recognition
by: Zhu, Han, et al.
Published: (2024)

SSMLoRA: Enhancing Low-Rank Adaptation with State Space Model
by: Yu, Jiayang, et al.
Published: (2025)

RaSA: Rank-Sharing Low-Rank Adaptation
by: He, Zhiwei, et al.
Published: (2025)

Discourse-Aware Dual-Track Streaming Response for Low-Latency Spoken Dialogue Systems
by: Liu, Siyuan, et al.
Published: (2026)

Learning to Reason via Self-Iterative Process Feedback for Small Language Models
by: Chen, Kaiyuan, et al.
Published: (2024)

Dynamic Knowledge Fusion for Multi-Domain Dialogue State Tracking
by: Su, Haoxiang, et al.
Published: (2026)

LELA: an LLM-based Entity Linking Approach with Zero-Shot Domain Adaptation
by: Haffoudhi, Samy, et al.
Published: (2026)

Model-Based Ranking of Source Languages for Zero-Shot Cross-Lingual Transfer
by: Ebrahimi, Abteen, et al.
Published: (2025)

Continual Dialogue State Tracking via Reason-of-Select Distillation
by: Feng, Yujie, et al.
Published: (2024)

MoR: Mixture of Ranks for Low-Rank Adaptation Tuning
by: Tang, Chuanyu, et al.
Published: (2024)

State Value Generation with Prompt Learning and Self-Training for Low-Resource Dialogue State Tracking
by: Gu, Ming, et al.
Published: (2024)

Language Representation Favored Zero-Shot Cross-Domain Cognitive Diagnosis
by: Liu, Shuo, et al.
Published: (2025)

Beyond Higher Rank: Token-wise Input-Output Projections for Efficient Low-Rank Adaptation
by: Li, Shiwei, et al.
Published: (2025)

Understanding Cross-Domain Adaptation in Low-Resource Topic Modeling
by: Akash, Pritom Saha, et al.
Published: (2025)

Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective
by: Zhang, You, et al.
Published: (2025)

Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR
by: Khassanov, Yerbolat, et al.
Published: (2024)

Zero-Shot Cross-Domain Code Search without Fine-Tuning
by: Liang, Keyu, et al.
Published: (2025)

A Two-dimensional Zero-shot Dialogue State Tracking Evaluation Method using GPT-4
by: Gu, Ming, et al.
Published: (2024)

Derivative-Free Optimization for Low-Rank Adaptation in Large Language Models
by: Jin, Feihu, et al.
Published: (2024)

Chain of Thought Explanation for Dialogue State Tracking
by: Xu, Lin, et al.
Published: (2024)

Generating Realistic, Protocol-Compliant Maritime Radio Dialogues using Self-Instruct and Low-Rank Adaptation
by: Akdeniz, Gürsel, et al.
Published: (2026)

BeamLoRA: Beam-Constraint Low-Rank Adaptation
by: Gu, Naibin, et al.
Published: (2025)

Weed Out, Then Harvest: Dual Low-Rank Adaptation is an Effective Noisy Label Detector for Noise-Robust Learning
by: Yuan, Bo, et al.
Published: (2025)

A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding
by: Safa, Abdulfattah, et al.
Published: (2024)

Contextually Guided Transformers via Low-Rank Adaptation
by: Zhmoginov, Andrey, et al.
Published: (2025)

Interpretable and Robust Dialogue State Tracking via Natural Language Summarization with LLMs
by: Carranza, Rafael, et al.
Published: (2025)

DenseLoRA: Dense Low-Rank Adaptation of Large Language Models
by: Mu, Lin, et al.
Published: (2025)

Controllable and Diverse Data Augmentation with Large Language Model for Low-Resource Open-Domain Dialogue Generation
by: Liu, Zhenhua, et al.
Published: (2024)

ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue
by: Li, Zhangpu, et al.
Published: (2024)

DRE: An Effective Dual-Refined Method for Integrating Small and Large Language Models in Open-Domain Dialogue Evaluation
by: Zhao, Kun, et al.
Published: (2025)