Jiyi Li
22 papers · 2018–2025 · 7 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
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πΊοΈ Taxonomy Completionist (53) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
π€
Dynamic Duo
(12)
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Renaissance Researcher
(7)
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Trend Setter
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Keyword Collector
(106)
Top co-authors
Research topics
Machine Learning
(15)
Natural Language Processing
(12)
Core Methods
(9)
Artificial Intelligence
(8)
Applications Β· Natural Language Processing
(8)
Learning Types Β· Machine Learning
(8)
Deep Learning
(7)
Core AI
(6)
Application Areas
(5)
Learning Types Β· Deep Learning
(4)
Architectures
(3)
Data Science & Analytics
(2)
Applications Β· Data Science & Analytics
(2)
Generation
(2)
Learning Paradigms
(2)
Keywords
multi-task learning
(3)
task-oriented dialogue
(2)
dialogue state tracking
(2)
multi-label classification
(2)
text categorization
(2)
attention mechanism
(2)
answer aggregation
(2)
convolutional neural network
(2)
large language model
(2)
neural network
(2)
label aggregation
(2)
domain adaptation
(1)
self-supervised learning
(1)
data augmentation
(1)
embedding learning
(1)
transfer learning
(1)
semi-supervised learning
(1)
hierarchical classification
(1)
text classification
(1)
few-shot learning
(1)
Papers
Counterfactual Evaluation for Blind Attack Detection in LLM-based Evaluation Systems
IJCNLP 2025
Label Aggregation for Composite Crowd Tasks by Worker Ability Constraint Satisfaction
AAAI 2025
AHP-Powered LLM Reasoning for Multi-Criteria Evaluation of Open-Ended Responses
EMNLP 2024
Enhanced Coherence-Aware Network with Hierarchical Disentanglement for Aspect-Category Sentiment Analysis
COLING 2024
Evaluating Saliency Explanations in NLP by Crowdsourcing
COLING 2024
Human-LLM Hybrid Text Answer Aggregation for Crowd Annotations
EMNLP 2024
Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis
EMNLP 2023
Dialogue State Tracking with Sparse Local Slot Attention
ACL 2023
Intermediate-Task Transfer Learning for Peer Review Score Prediction
IJCNLP 2023
Multi-Domain Dialogue State Tracking with Disentangled Domain-Slot Attention
ACL 2023
Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection
Interspeech 2022
Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction
EMNLP 2022
Abstract, Rationale, Stance: A Joint Model for Scientific Claim Verification
EMNLP 2021
A Neural Local Coherence Analysis Model for Clarity Text Scoring
COLING 2020
DeepMet: A Reading Comprehension Paradigm for Token-level Metaphor Detection
ACL 2020
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification
EMNLP 2020
Multi-task Peer-Review Score Prediction
EMNLP 2020
Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization
IJCAI 2020
A Dataset of Crowdsourced Word Sequences: Collections and Answer Aggregation for Ground Truth Creation
EMNLP 2019
Text Categorization by Learning Predominant Sense of Words as Auxiliary Task
ACL 2019
HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization
EMNLP 2018
Simultaneous Clustering and Ranking from Pairwise Comparisons
IJCAI 2018