Yige Xu
5 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(28)
Top co-authors
Research topics
Deep Learning
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Natural Language Processing
(2)
Models
(2)
Optimization & Theory
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Keywords
keyphrase generation
(2)
sequence-to-sequence model
(2)
few-shot learning
(1)
chain-of-thought reasoning
(1)
text generation
(1)
bipartite matching
(1)
derivative-free optimization
(1)
language model
(1)
parameter-efficient fine-tuning
(1)
evaluation metric
(1)
soft prompt
(1)
prompt tuning
(1)
seq2seq model
(1)
data multiplexing
(1)
fine-grained evaluation
(1)
soft thought token
(1)
projection module
(1)
conversational emotion recognition
(1)
large language model
(1)
cross-task learning
(1)
Papers
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs
ACL 2025
RevMUX: Data Multiplexing with Reversible Adapters for Efficient LLM Batch Inference
EMNLP 2024
Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition
EMNLP 2023
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning
EMNLP 2021
One2Set: Generating Diverse Keyphrases as a Set
ACL 2021