Zhanpeng Chen
10 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 🗃️ Keyword Collector (58)
💎
Century Club · Bronze
❓
The Questioner
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(8)
Natural Language Processing
(7)
Core AI · Artificial Intelligence
(7)
Deep Learning
(6)
Machine Learning
(5)
Applications
(4)
Learning Types · Deep Learning
(4)
Core Methods
(3)
Generation
(3)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Speech & Audio
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Keywords
task-oriented dialogue
(3)
vision-language model
(3)
multimodal learning
(2)
attention mechanism
(2)
retrieval-augmented generation
(2)
spoken language understanding
(2)
entity retrieval
(2)
intent classification
(1)
preference learning
(1)
domain adaptation
(1)
automatic speech recognition
(1)
information retrieval
(1)
optimal transport
(1)
response generation
(1)
intent detection
(1)
modality alignment
(1)
multi-view learning
(1)
multimodal retrieval
(1)
semantic similarity
(1)
dialogue generation
(1)
Papers
Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding
ACL 2025
ToolExpNet: Optimizing Multi-Tool Selection in LLMs with Similarity and Dependency-Aware Experience Networks
ACL 2025
VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training
EMNLP 2025
Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment
ACL 2024
Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection
EMNLP 2024
Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory
EMNLP 2024
Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System
EMNLP 2024
MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts
ACL 2024
Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System
EMNLP 2024
What are the Generator Preferences for End-to-end Task-Oriented Dialog System?
EMNLP 2024