Yuanmeng Yan
18 papers · 2020–2023 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (34) π Interdisciplinary Bridge π Conference Polyglot (5) π Renaissance Researcher (5) π§ Keyword Pioneer
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Conference Polyglot
(5)
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Renaissance Researcher
(5)
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Dynamic Duo
(17)
β‘
Prolific Year
(11)
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Century Club
(18)
ποΈ
Keyword Collector
(63)
Conferences
ACL (5)
EMNLP (5)
IJCNLP (3)
NAACL (3)
COLING (2)
Top co-authors
Keywords
out-of-domain detection
(7)
contrastive learning
(5)
intent classification
(4)
dialogue system
(4)
representation learning
(3)
adversarial augmentation
(3)
intent detection
(3)
slot filling
(3)
self-supervised learning
(2)
task-oriented dialogue
(2)
domain adaptation
(2)
neural network
(2)
zero-shot learning
(2)
unknown slot type
(2)
sentence representation
(2)
semantic textual similarity
(2)
slot detection
(2)
supervised contrastive learning
(1)
quality estimation
(1)
machine translation
(1)
Papers
Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement
ACL 2023
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold
NAACL 2022
Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning
EMNLP 2022
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning
ACL 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling
EMNLP 2021
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System
ACL 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
ACL 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
IJCNLP 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning
IJCNLP 2021
Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack
NAACL 2021
Adversarial Self-Supervised Learning for Out-of-Domain Detection
NAACL 2021
Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models
EMNLP 2021
A Finer-grain Universal Dialogue Semantic Structures based Model For Abstractive Dialogue Summarization
EMNLP 2021
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System
IJCNLP 2021
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
A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space
COLING 2020