Imagen de Portada

A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Chen, Guanhua, Yao, Yutong, Wong, Derek F., Chao, Lidia S.
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

SGIC: A Self-Guided Iterative Calibration Framework for RAG
por: Chen, Guanhua, et al.
Publicado: (2025)

From Scenes to Elements: Multi-Granularity Evidence Retrieval for Verifiable Multimodal RAG
por: Chen, Guanhua, et al.
Publicado: (2026)

Not All LoRA Parameters Are Essential: Insights on Inference Necessity
por: Chen, Guanhua, et al.
Publicado: (2025)

Chain-of-Procedure: Hierarchical Visual-Language Reasoning for Procedural QA
por: Chen, Guanhua, et al.
Publicado: (2026)

MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU
por: Li, Yan, et al.
Publicado: (2024)

What is the Best Way for ChatGPT to Translate Poetry?
por: Wang, Shanshan, et al.
Publicado: (2024)

Can ChatGPT Really Understand Modern Chinese Poetry?
por: Wang, Shanshan, et al.
Publicado: (2026)

Let's Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model
por: Xu, Haoyun, et al.
Publicado: (2024)

FOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models
por: Lan, Kaixin, et al.
Publicado: (2024)

Worlds Within Words: Translating Culture in Ancient Chinese Texts with Multi-Agent Coordination
por: He, Xiaoqi, et al.
Publicado: (2026)

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

Unveiling LLMs' Metaphorical Understanding: Exploring Conceptual Irrelevance, Context Leveraging and Syntactic Influence
por: Ye, Fengying, et al.
Publicado: (2025)

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

Path Drift in Large Reasoning Models:How First-Person Commitments Override Safety
por: Huang, Yuyi, et al.
Publicado: (2025)

Intrinsic Model Weaknesses: How Priming Attacks Unveil Vulnerabilities in Large Language Models
por: Huang, Yuyi, et al.
Publicado: (2025)

Neuron-Aware Data Selection In Instruction Tuning For Large Language Models
por: Chen, Xin, et al.
Publicado: (2026)

From Intents to Conversations: Generating Intent-Driven Dialogues with Contrastive Learning for Multi-Turn Classification
por: Liu, Junhua, et al.
Publicado: (2024)

Benchmarking the Detection of LLMs-Generated Modern Chinese Poetry
por: Wang, Shanshan, et al.
Publicado: (2025)

A Two-Stage Multimodal Emotion Recognition Model Based on Graph Contrastive Learning
por: Ai, Wei, et al.
Publicado: (2024)

Contrastive-to-Self-Supervised: A Two-Stage Framework for Script Similarity Learning
por: Roman, Claire, et al.
Publicado: (2026)

Multi-Intent Attribute-Aware Text Matching in Searching
por: Li, Mingzhe, et al.
Publicado: (2024)

New Intent Discovery with Pre-training and Contrastive Learning
por: Zhang, Yuwei, et al.
Publicado: (2022)

Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model
por: Zhan, Runzhe, et al.
Publicado: (2024)

TookaBERT: A Step Forward for Persian NLU
por: SadraeiJavaheri, MohammadAli, et al.
Publicado: (2024)

Rethinking Prompt-based Debiasing in Large Language Models
por: Yang, Xinyi, et al.
Publicado: (2025)

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

Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection
por: Zhao, Shiman, et al.
Publicado: (2025)

A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions
por: Wu, Junchao, et al.
Publicado: (2023)

The Impact of Language Adapters in Cross-Lingual Transfer for NLU
por: Kunz, Jenny, et al.
Publicado: (2024)

Learning Shortcuts: On the Misleading Promise of NLU in Language Models
por: Bihani, Geetanjali, et al.
Publicado: (2024)

Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery
por: Deng, Yimin, et al.
Publicado: (2024)

HiMATE: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation
por: Zhang, Shijie, et al.
Publicado: (2025)

\textsc{CantoNLU}: A benchmark for Cantonese natural language understanding
por: Min, Junghyun, et al.
Publicado: (2025)

StructCoh: Structured Contrastive Learning for Context-Aware Text Semantic Matching
por: Xue, Chao, et al.
Publicado: (2025)

Are Large Reasoning Models Good Translation Evaluators? Analysis and Performance Boost
por: Zhan, Runzhe, et al.
Publicado: (2025)

Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore
por: Wu, Junchao, et al.
Publicado: (2024)

LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning
por: Fang, Tao, et al.
Publicado: (2024)

Beyond Two-Stage Training: Cooperative SFT and RL for LLM Reasoning
por: Chen, Liang, et al.
Publicado: (2025)

Modeling LLM Unlearning as an Asymmetric Two-Task Learning Problem
por: Xiao, Zeguan, et al.
Publicado: (2026)

Towards Incremental Transformers: An Empirical Analysis of Transformer Models for Incremental NLU
por: Kahardipraja, Patrick, et al.
Publicado: (2021)