Yixuan Su
19 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (15)
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Trend Setter
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Keyword Collector
(97)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
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Prolific Year Β· Productive
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Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(17)
Machine Learning
(11)
Generation
(9)
Artificial Intelligence
(8)
Deep Learning
(8)
Learning Types Β· Machine Learning
(7)
Core AI
(6)
Resources & Methods
(6)
Learning Types Β· Deep Learning
(5)
Applications
(4)
Core Methods
(3)
Models
(3)
Application Areas
(2)
Architectures
(2)
Learning Paradigms
(2)
Keywords
text generation
(4)
large language model
(3)
contrastive learning
(3)
neural text generation
(2)
representation learning
(2)
language model
(2)
prompt compression
(2)
pre-trained language model
(2)
curriculum learning
(1)
machine translation
(1)
structured prediction
(1)
conversational ai
(1)
named entity recognition
(1)
knowledge distillation
(1)
attention mechanism
(1)
transfer learning
(1)
masked language model
(1)
information retrieval
(1)
dependency parsing
(1)
self-supervised learning
(1)
Papers
500xCompressor: Generalized Prompt Compression for Large Language Models
ACL 2025
Prompt Compression for Large Language Models: A Survey
NAACL 2025
To Code or Not To Code? Exploring Impact of Code in Pre-training
ICLR 2025
Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence
NAACL 2024
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization
EMNLP 2023
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction
ACL 2023
Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective
NeurIPS 2023
Specialist or Generalist? Instruction Tuning for Specific NLP Tasks
EMNLP 2023
A Contrastive Framework for Neural Text Generation
NeurIPS 2022
Measuring and Reducing Model Update Regression in Structured Prediction for NLP
NeurIPS 2022
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
ACL 2022
Plug-and-Play Recipe Generation with Content Planning
EMNLP 2022
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models
ACL 2022
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning
NAACL 2022
Dialogue Response Selection with Hierarchical Curriculum Learning
ACL 2021
Few-Shot Table-to-Text Generation with Prototype Memory
EMNLP 2021
Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation
ACL 2021
Non-Autoregressive Text Generation with Pre-trained Language Models
EACL 2021
Plan-then-Generate: Controlled Data-to-Text Generation via Planning
EMNLP 2021