Yucheng Li
17 papers · 2020–2025 · 9 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(14)
Artificial Intelligence
(11)
Natural Language Processing
(10)
Core AI
(10)
Application Areas
(6)
Core Methods
(6)
Applications
(4)
Learning Types
(4)
Optimization & Theory
(4)
Resources & Methods
(4)
Interdisciplinary
(3)
Linguistics
(3)
Understanding
(3)
Deep Learning
(2)
Learning Paradigms
(2)
Keywords
large language model
(5)
metaphor detection
(3)
data contamination
(3)
sparse attention
(2)
inference optimization
(2)
semantic analysis
(2)
benchmark evaluation
(2)
long context
(2)
sentiment analysis
(1)
named entity recognition
(1)
sequence labeling
(1)
text analysis
(1)
semantic parsing
(1)
multimodal learning
(1)
multi-task learning
(1)
model evaluation
(1)
efficient computing
(1)
relation extraction
(1)
transfer learning
(1)
reading comprehension
(1)
Papers
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention
ICML 2025
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
ICLR 2025
An Open-Source Data Contamination Report for Large Language Models
EMNLP 2024
Data Contamination Report from the 2024 CONDA Shared Task
ACL 2024
LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test Construction
AAAI 2024
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
NeurIPS 2024
On the Rigour of Scientific Writing: Criteria, Analysis, and Insights
EMNLP 2024
With Ears to See and Eyes to Hear: Sound Symbolism Experiments with Multimodal Large Language Models
EMNLP 2024
Compressing Context to Enhance Inference Efficiency of Large Language Models
EMNLP 2023
FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning
EACL 2023
Metaphor Detection via Explicit Basic Meanings Modelling
ACL 2023
Metaphor Detection with Effective Context Denoising
EACL 2023
Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever
NeurIPS 2022
CM-Gen: A Neural Framework for Chinese Metaphor Generation with Explicit Context Modelling
COLING 2022
The Secret of Metaphor on Expressing Stronger Emotion
EMNLP 2022
Consistent Inference for Dialogue Relation Extraction
IJCAI 2021
Hierarchical Region Learning for Nested Named Entity Recognition
EMNLP 2020