C. Lee Giles
24 papers · 2009–2025 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (46) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🧭
Keyword Pioneer
📈
Trend Setter
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(8)
🚀
Conference Pioneer
🗃️
Keyword Collector
(113)
Top co-authors
Research topics
Machine Learning
(13)
Natural Language Processing
(7)
Core Methods
(7)
Learning Types
(7)
Artificial Intelligence
(4)
Deep Learning
(4)
Applications · Natural Language Processing
(4)
Core AI
(4)
Computer Vision
(3)
Architectures
(3)
Optimization & Theory
(3)
Computer Science
(2)
Data Science & Analytics
(2)
Applications · Data Science & Analytics
(2)
Applications · Computer Science
(2)
Keywords
entity resolution
(2)
text classification
(2)
named entity recognition
(2)
replication study
(1)
ensemble learning
(1)
natural language processing
(1)
neural network training
(1)
mathematical reasoning
(1)
attention mechanism
(1)
entity linking
(1)
information extraction
(1)
adversarial training
(1)
text annotation
(1)
text summarization
(1)
supervised learning
(1)
semi-supervised learning
(1)
instance segmentation
(1)
headline generation
(1)
weak supervision
(1)
representation learning
(1)
Papers
Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval-Augmented Generation Across Learning Styles
EMNLP 2025
Automated Detection and Analysis of Data Practices Using A Real-World Corpus
ACL 2024
Backpropagation-Free Deep Learning with Recursive Local Representation Alignment
AAAI 2023
A Synthetic Prediction Market for Estimating Confidence in Published Work
AAAI 2022
Author Homepage Discovery in CiteSeerX
AAAI 2021
Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units
AAAI 2021
Acknowledgement Entity Recognition in CORD-19 Papers
EMNLP 2020
Automatic Generation of Headlines for Online Math Questions
AAAI 2020
CODA-19: Using a Non-Expert Crowd to Annotate Research Aspects on 10,000+ Abstracts in the COVID-19 Open Research Dataset
ACL 2020
Learning CNF Blocking for Large-scale Author Name Disambiguation
EMNLP 2020
Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching
AAAI 2019
Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets
AAAI 2019
Distractor Generation for Multiple Choice Questions Using Learning to Rank
NAACL 2018
Learning to Extract Semantic Structure From Documents Using Multimodal Fully Convolutional Neural Networks
CVPR 2017
Learning to Read Irregular Text with Attention Mechanisms
IJCAI 2017
Multi-Scale FCN With Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild
CVPR 2017
Learning a Deep Hybrid Model for Semi-Supervised Text Classification
EMNLP 2015
Measuring Prerequisite Relations Among Concepts
EMNLP 2015
Storybase: Towards Building a Knowledge Base for News Events
ACL 2015
Measuring Term Informativeness in Context
NAACL 2013
Enhancing Cross Document Coreference of Web Documents with Context Similarity and Very Large Scale Text Categorization
COLING 2010
SEERLAB: A System for Extracting Keyphrases from Scholarly Documents
SemEval 2010
Profile Based Cross-Document Coreference Using Kernelized Fuzzy Relational Clustering
ACL 2009
Solving the “Who’s Mark Johnson Puzzle”: Information Extraction Based Cross Document Coreference
NAACL 2009