Yixuan Su
21 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (7) π Cross-Pollinator (12) π Interdisciplinary Bridge π Conference Polyglot (7) πΊοΈ Taxonomy Completionist (46)
πΊοΈ
Taxonomy Completionist
(46)
π§
Keyword Pioneer
π€
Dynamic Duo
(17)
π
Keyword Champion
(2)
β‘
Prolific Year
(7)
π₯
Unstoppable
(5)
π
Century Club
(21)
ποΈ
Keyword Collector
(95)
β
The Questioner
(2)
Conferences
ACL (6)
EMNLP (5)
NAACL (3)
NIPS (3)
IJCNLP (2)
EACL (1)
ICLR (1)
Top co-authors
Keywords
text generation
(4)
contrastive learning
(3)
large language model
(3)
representation learning
(2)
neural text generation
(2)
curriculum learning
(2)
prompt compression
(2)
negative sampling
(2)
dialogue response selection
(2)
language model
(2)
matching model
(2)
pre-trained language model
(2)
named entity recognition
(1)
conversational ai
(1)
machine translation
(1)
structured prediction
(1)
knowledge distillation
(1)
dependency parsing
(1)
attention mechanism
(1)
transfer learning
(1)
Papers
500xCompressor: Generalized Prompt Compression for Large Language Models
ACL 2025
To Code or Not To Code? Exploring Impact of Code in Pre-training
ICLR 2025
Prompt Compression for Large Language Models: A Survey
NAACL 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
Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective
NIPS 2023
Specialist or Generalist? Instruction Tuning for Specific NLP Tasks
EMNLP 2023
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction
ACL 2023
Measuring and Reducing Model Update Regression in Structured Prediction for NLP
NIPS 2022
A Contrastive Framework for Neural Text Generation
NIPS 2022
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
ACL 2022
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models
ACL 2022
Plug-and-Play Recipe Generation with Content Planning
EMNLP 2022
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning
NAACL 2022
Plan-then-Generate: Controlled Data-to-Text Generation via Planning
EMNLP 2021
Non-Autoregressive Text Generation with Pre-trained Language Models
EACL 2021
Dialogue Response Selection with Hierarchical Curriculum Learning
IJCNLP 2021
Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation
IJCNLP 2021
Dialogue Response Selection with Hierarchical Curriculum Learning
ACL 2021
Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation
ACL 2021
Few-Shot Table-to-Text Generation with Prototype Memory
EMNLP 2021