Cover Image

MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Yan, Kim, So-Eon, Park, Seong-Bae, Han, Soyeon Caren
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

3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection
by: Cabral, Rina Carines, et al.
Published: (2024)

Multimodal Commonsense Knowledge Distillation for Visual Question Answering
by: Yang, Shuo, et al.
Published: (2024)

3M: Multi-modal Multi-task Multi-teacher Learning for Game Event Detection
by: Ng, Thye Shan, et al.
Published: (2024)

When More Is Less: A Systematic Analysis of Spatial and Commonsense Information for Visual Spatial Reasoning
by: Akasaka, Muku, et al.
Published: (2026)

DocHop-QA: Towards Multi-Hop Reasoning over Multimodal Document Collections
by: Park, Jiwon, et al.
Published: (2025)

A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU
by: Chen, Guanhua, et al.
Published: (2024)

MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering
by: Yang, Shuo, et al.
Published: (2025)

ChuLo: Chunk-Level Key Information Representation for Long Document Understanding
by: Li, Yan, et al.
Published: (2024)

A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation (GALI)
by: Li, Yan, et al.
Published: (2025)

Graph Neural Networks for Text Classification: A Survey
by: Wang, Kunze, et al.
Published: (2023)

BRIDGE: Benchmark for multi-hop Reasoning In long multimodal Documents with Grounded Evidence
by: Xiang, Biao, et al.
Published: (2026)

Graph-Based Multimodal Contrastive Learning for Chart Question Answering
by: Dai, Yue, et al.
Published: (2025)

MSG-Chart: Multimodal Scene Graph for ChartQA
by: Dai, Yue, et al.
Published: (2024)

M2S: Multi-turn to Single-turn jailbreak in Red Teaming for LLMs
by: Ha, Junwoo, et al.
Published: (2025)

SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection
by: Li, Haoyi, et al.
Published: (2025)

EMMM, Explain Me My Model! Explainable Machine Generated Text Detection in Dialogues
by: Yuan, Angela Yifei, et al.
Published: (2025)

Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and Beyond
by: Han, Soyeon Caren, et al.
Published: (2024)

In-game Toxic Language Detection: Shared Task and Attention Residuals
by: Jia, Yuanzhe, et al.
Published: (2022)

Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study
by: Krückl, Xaver Maria, et al.
Published: (2025)

BlendX: Complex Multi-Intent Detection with Blended Patterns
by: Yoon, Yejin, et al.
Published: (2024)

Can We Use Probing to Better Understand Fine-tuning and Knowledge Distillation of the BERT NLU?
by: Hościłowicz, Jakub, et al.
Published: (2023)

PromptTailor: Multi-turn Intent-Aligned Prompt Synthesis for Lightweight LLMs
by: Xu, Yizhou, et al.
Published: (2025)

MindEval: Benchmarking Language Models on Multi-turn Mental Health Support
by: Pombal, José, et al.
Published: (2025)

X-Teaming Evolutionary M2S: Automated Discovery of Multi-turn to Single-turn Jailbreak Templates
by: Kim, Hyunjun, et al.
Published: (2025)

MAP4TS: A Multi-Aspect Prompting Framework for Time-Series Forecasting with Large Language Models
by: Lee, Suchan, et al.
Published: (2025)

A Generative Model for Joint Multiple Intent Detection and Slot Filling
by: Li, Liz, et al.
Published: (2026)

Deep Learning based Visually Rich Document Content Understanding: A Survey
by: Ding, Yihao, et al.
Published: (2024)

A Survey of Large Language Models in Finance (FinLLMs)
by: Lee, Jean, et al.
Published: (2024)

Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation
by: Yin, Fan, et al.
Published: (2025)

Efficient Intent-Based Filtering for Multi-Party Conversations Using Knowledge Distillation from LLMs
by: Gody, Reem, et al.
Published: (2025)

Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages
by: Schmidt, Fabian David, et al.
Published: (2024)

RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU
by: Liu, Chengyuan, et al.
Published: (2024)

Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents
by: Wang, Hao, et al.
Published: (2026)

OpenAutoNLU: Open Source AutoML Library for NLU
by: Arshinov, Grigory, et al.
Published: (2026)

PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering
by: Ding, Yihao, et al.
Published: (2024)

Inclusion-of-Thoughts: Mitigating Preference Instability via Purifying the Decision Space
by: Madani, Mohammad Reza Ghasemi, et al.
Published: (2026)

Transforming NLU with Babylon: A Case Study in Development of Real-time, Edge-Efficient, Multi-Intent Translation System for Automated Drive-Thru Ordering
by: Varzaneh, Mostafa, et al.
Published: (2024)

Measuring Sycophancy of Language Models in Multi-turn Dialogues
by: Hong, Jiseung, et al.
Published: (2025)

AM$^3$Safety: Towards Data Efficient Alignment of Multi-modal Multi-turn Safety for MLLMs
by: Zhu, Han, et al.
Published: (2026)

MMMModal -- Multi-Images Multi-Audio Multi-turn Multi-Modal
by: Zolkepli, Husein, et al.
Published: (2024)