Yangyang Kang
36 papers · 2018–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π Conference Polyglot (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (5)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(71)
π
Interdisciplinary Bridge
π§¬
Topic Evolution
π€
Dynamic Duo
(24)
β
The Questioner
β‘
Prolific Year
(10)
π
Century Club
(33)
ποΈ
Keyword Collector
(166)
Conferences
EMNLP (11)
AAAI (9)
ACL (6)
COLING (5)
IJCNLP (2)
ICCV (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
large language model
(8)
few-shot learning
(5)
text classification
(5)
information extraction
(4)
graph neural network
(4)
knowledge graph
(3)
spam detection
(3)
parameter-efficient fine-tuning
(3)
multi-task learning
(3)
semi-supervised learning
(3)
named entity recognition
(3)
dialogue system
(3)
active learning
(3)
transfer learning
(2)
language model
(2)
graph embedding
(2)
self-supervised learning
(2)
data augmentation
(2)
sentiment analysis
(2)
domain adaptation
(2)
Papers
Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement
AAAI 2026
MME-SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models
AAAI 2026
SIFThinker: Spatially-Aware Image Focus for Visual Reasoning
AAAI 2026
COF: Adaptive Chain of Feedback for Comparative Opinion Quintuple Extraction
COLING 2025
Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection
ACL 2025
UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever
ACL 2025
PΒ²Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts
ACL 2025
Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs
EMNLP 2024
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications
ACL 2024
Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance
COLING 2024
PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification
COLING 2024
LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination
NAACL 2024
Enhance Robustness of Language Models against Variation Attack through Graph Integration
COLING 2024
Evolving Knowledge Distillation with Large Language Models and Active Learning
COLING 2024
More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs
EMNLP 2024
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration
EMNLP 2024
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery
AAAI 2024
Content- and Topology-Aware Representation Learning for Scientific Multi-Literature
EMNLP 2023
Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting
EMNLP 2023
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction
EMNLP 2023
A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis
AAAI 2023
STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion
EMNLP 2023
Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff
AAAI 2021
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling
AAAI 2021
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders
AAAI 2021
Evidence Aware Neural Pornographic Text Identification for Child Protection
AAAI 2021
Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning
ACL 2021
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis
EMNLP 2021
Semi-Supervised Active Learning for Semi-Supervised Models: Exploit Adversarial Examples With Graph-Based Virtual Labels
ICCV 2021
Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning
IJCNLP 2021
Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning
ACL 2020
Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue
EMNLP 2020
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation
IJCNLP 2019
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation
EMNLP 2019
Sentiment Classification towards Question-Answering with Hierarchical Matching Network
EMNLP 2018
Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks
IJCAI 2018