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Papers
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task
EMNLP 2023
Diable: Efficient Dialogue State Tracking as Operations on Tables
ACL 2023
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking
AAAI 2023
DiffSLU: Knowledge Distillation Based Diffusion Model for Cross-Lingual Spoken Language Understanding
Interspeech 2023
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning
EMNLP 2023
End-to-End Task-Oriented Dialogue Systems Based on Schema
ACL 2023
Evaluating Inter-Bilingual Semantic Parsing for Indian Languages
ACL 2023
Extracting Multi-valued Relations from Language Models
ACL 2023
FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding
Interspeech 2023
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting
ACL 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling
EMNLP 2023
Incomplete Utterance Rewriting by A Two-Phase Locate-and-Fill Regime
ACL 2023
Infusing Context and Knowledge Awareness in Multi-turn Dialog Understanding
EACL 2023
In-Game Toxic Language Detection: Shared Task and Attention Residuals (Student Abstract)
AAAI 2023
Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti
EMNLP 2023
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling
Interspeech 2023
Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios
ACL 2023
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages
ACL 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention
EMNLP 2023
MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling
EMNLP 2023
Multi-Domain Dialogue State Tracking with Disentangled Domain-Slot Attention
ACL 2023
Novel Feature Discovery for Task-Oriented Dialog Systems
EACL 2023
OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding
ACL 2023
SIDLR: Slot and Intent Detection Models for Low-Resource Language Varieties
EACL 2023
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking
ACL 2023