Mengxiang Li
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Natural Language Processing
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Deep Learning
(2)
Applications
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Understanding
(1)
Keywords
large language model
(2)
data augmentation
(1)
in-context learning
(1)
prompt engineering
(1)
supervised learning
(1)
code generation
(1)
ancient chinese
(1)
emotion detection
(1)
table question answering
(1)
information-theoretic bound
(1)
sentence segmentation
(1)
bilingual model
(1)
iterative reasoning
(1)
query decomposition
(1)
ensemble voting
(1)
schema linking
(1)
text processing
(1)
multilingual emotion
(1)
generalization behavior
(1)
sentence punctuation
(1)
Papers
TeleAI at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection with Prompt Engineering and Data Augmentation
SemEval 2025
TeleAI at SemEval-2025 Task 8: Advancing Table Reasoning Framework with Large Language Models
SemEval 2025
Sentence Segmentation and Punctuation for Ancient Books Based on Supervised In-context Training
COLING 2024
TeleChat: An Open-source Billingual Large Language Model
ACL 2024
Towards Generalization beyond Pointwise Learning: A Unified Information-theoretic Perspective
ICML 2024