Yuanmeng Yan
15 papers · 2020–2023 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (31) π€ Dynamic Duo (14)
ποΈ
Keyword Collector
(62)
π
Century Club Β· Bronze
β‘
Prolific Year Β· Productive
Venues
Top co-authors
Research topics
Machine Learning
(12)
Learning Types
(11)
Natural Language Processing
(9)
Applications
(6)
Application Areas
(4)
Artificial Intelligence
(3)
Core AI
(3)
Generation
(3)
Deep Learning
(2)
Core Methods
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Understanding
(2)
Knowledge & Reasoning
(1)
Architectures
(1)
Keywords
out-of-domain detection
(5)
intent classification
(3)
dialogue system
(3)
slot filling
(3)
intent detection
(3)
contrastive learning
(3)
zero-shot learning
(2)
domain adaptation
(2)
neural network
(2)
adversarial augmentation
(2)
representation learning
(2)
quality estimation
(1)
machine translation
(1)
supervised contrastive learning
(1)
task-oriented dialogue
(1)
self-supervised learning
(1)
relation reasoning
(1)
mahalanobis distance
(1)
semantic structure
(1)
contextual representation
(1)
Papers
Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement
ACL 2023
Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning
EMNLP 2022
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold
NAACL 2022
Adversarial Self-Supervised Learning for Out-of-Domain Detection
NAACL 2021
A Finer-grain Universal Dialogue Semantic Structures based Model For Abstractive Dialogue Summarization
EMNLP 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling
EMNLP 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
ACL 2021
Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack
NAACL 2021
Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models
EMNLP 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning
ACL 2021
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System
ACL 2021
A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space
COLING 2020
Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots
EMNLP 2020
Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack
COLING 2020
Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge
ACL 2020