← Authors

Yixuan Su

21 papers · 2021–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (46) 🧭 Keyword Pioneer 🀝 Dynamic Duo (17) πŸ† Keyword Champion (2) ⚑ Prolific Year (7) πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (21) πŸ—ƒοΈ Keyword Collector (95) ❓ The Questioner (2)

Conferences

ACL (6) EMNLP (5) NAACL (3) NIPS (3) IJCNLP (2) EACL (1) ICLR (1)

Top co-authors

Nigel Collier (17) Deng Cai (7) Simon Baker (6) Yan Wang (6) Zaiqiao Meng (5) David Vandyke (4) Ehsan Shareghi (4) Lei Shu (3) Tian Lan (3) Zihao Fu (3)

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