← Authors

Yuanmeng Yan

18 papers · 2020–2023 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (34) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (5) 🀝 Dynamic Duo (17) ⚑ Prolific Year (11) πŸ’Ž Century Club (18) πŸ—ƒοΈ Keyword Collector (63)

Conferences

ACL (5) EMNLP (5) IJCNLP (3) NAACL (3) COLING (2)

Top co-authors

Weiran Xu (17) Keqing He (14) Zhiyuan Zeng (7) Yanan Wu (7) Hong Xu (7) Huixing Jiang (5) Wei Wu (4) Zijun Liu (3) Fuzheng Zhang (3) Sirui Wang (3)

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