Yunsen Xian
13 papers · 2023–2024 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (40) 🗃️ Keyword Collector (61)
💎
Century Club · Bronze
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The Questioner
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Prolific Year · Prolific
Venues
Top co-authors
Research topics
Machine Learning
(13)
Artificial Intelligence
(8)
Learning Types · Machine Learning
(8)
Deep Learning
(7)
Core AI
(7)
Natural Language Processing
(6)
Application Areas
(5)
Core Methods
(5)
Learning Types · Deep Learning
(5)
Applications
(4)
Models
(3)
Techniques
(3)
Generation
(2)
Resources & Methods
(2)
Computer Vision
(1)
Keywords
large language model
(3)
pre-trained language model
(3)
few-shot learning
(3)
intent classification
(3)
contrastive learning
(2)
knowledge distillation
(2)
dialogue system
(2)
language model
(2)
representation learning
(2)
intent discovery
(2)
named entity recognition
(2)
out-of-domain detection
(2)
task-oriented dialogue
(2)
zero-shot learning
(2)
question answering
(1)
knowledge transfer
(1)
prototype learning
(1)
model quantization
(1)
domain adaptation
(1)
attribute extraction
(1)
Papers
A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily
NAACL 2024
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection
COLING 2024
Conjoin after Decompose: Improving Few-Shot Performance of Named Entity Recognition
COLING 2024
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection
EMNLP 2023
Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery
ACL 2023
Fusion or Defusion? Flexible Vision-and-Language Pre-Training
ACL 2023
FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue
ACL 2023
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT
EMNLP 2023
Lifting the Curse of Capacity Gap in Distilling Language Models
ACL 2023
Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task
ACL 2023
PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models
ACL 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank
ACL 2023
Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization
ACL 2023