Rumei Li
8 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ACL (3)
EMNLP (2)
AAAI (1)
COLING (1)
IJCNLP (1)
Top co-authors
Keywords
contrastive learning
(2)
semantic textual similarity
(2)
self-supervised learning
(2)
sentence representation
(2)
adversarial optimization
(1)
attention mechanism
(1)
preference alignment
(1)
in-context learning
(1)
relation extraction
(1)
text generation
(1)
dependency parsing
(1)
adversarial training
(1)
semantic matching
(1)
relation reasoning
(1)
language model
(1)
autonomous agent
(1)
parameter-efficient fine-tuning
(1)
supervised fine-tuning
(1)
multi-turn interaction
(1)
pre-trained language model
(1)
Papers
Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text
ACL 2026
Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching
ACL 2025
Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment
COLING 2025
SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models
AAAI 2025
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion
EMNLP 2022
Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models
EMNLP 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
IJCNLP 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
ACL 2021