Fumiyo Fukumoto
42 papers · 2002–2026 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+12 more ↓ Show less ↑
🏃 Academic Marathon (23) 🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)
🌈
Renaissance Researcher
(7)
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(23)
🤝
Dynamic Duo
(27)
🧬
Topic Evolution
🏆
Keyword Champion
(2)
📈
Trend Setter
🗃️
Keyword Collector
(100)
🚀
Conference Pioneer
⚡
Prolific Year
(7)
🔥
Unstoppable
(8)
💎
Century Club
(39)
Conferences
ACL (10)
EMNLP (10)
COLING (8)
IJCNLP (7)
AACL (6)
CONLL (1)
Top co-authors
Keywords
graph neural network
(4)
multi-task learning
(4)
large language model
(4)
recommendation system
(3)
sentiment analysis
(3)
multi-label classification
(3)
discourse analysis
(2)
few-shot learning
(2)
user-item interaction
(2)
text classification
(2)
ai-generated text detection
(2)
fake news detection
(2)
convolutional neural network
(2)
coherence modeling
(2)
contrastive learning
(2)
lexical complexity
(2)
text categorization
(2)
sequential recommendation
(2)
inductive learning
(2)
neural network
(2)
Papers
FL-MSCL: A Unified Figurative Language Detection Model Driven by Multi-Type Signals and Contrastive Learning
ACL 2026
AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation
ACL 2025
GL-CLiC: Global-Local Coherence and Lexical Complexity for Sentence-Level AI-Generated Text Detection
IJCNLP 2025
GL-CLiC: Global-Local Coherence and Lexical Complexity for Sentence-Level AI-Generated Text Detection
AACL 2025
TeG-DRec: Inductive Text-Graph Learning for Unseen Node Scientific Dataset Recommendation
AACL 2025
Multi-Agent Cross-Lingual Veracity Assessment for Explainable Fake News Detection
AACL 2025
TeG-DRec: Inductive Text-Graph Learning for Unseen Node Scientific Dataset Recommendation
IJCNLP 2025
Multi-Agent Cross-Lingual Veracity Assessment for Explainable Fake News Detection
IJCNLP 2025
Claim veracity assessment for explainable fake news detection
COLING 2025
Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection
ACL 2025
Enhanced Coherence-Aware Network with Hierarchical Disentanglement for Aspect-Category Sentiment Analysis
COLING 2024
RDRec: Rationale Distillation for LLM-based Recommendation
ACL 2024
Enhancing High-order Interaction Awareness in LLM-based Recommender Model
EMNLP 2024
Knowledge Injection with Perturbation-based Constrained Attention Network for Word Sense Disambiguation
AACL 2023
Knowledge Injection with Perturbation-based Constrained Attention Network for Word Sense Disambiguation
IJCNLP 2023
Intermediate-Task Transfer Learning for Peer Review Score Prediction
IJCNLP 2023
Intermediate-Task Transfer Learning for Peer Review Score Prediction
AACL 2023
Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis
EMNLP 2023
Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction
EMNLP 2022
Abstract, Rationale, Stance: A Joint Model for Scientific Claim Verification
EMNLP 2021
Multi-task Learning for Automated Essay Scoring with Sentiment Analysis
AACL 2020
DeepMet: A Reading Comprehension Paradigm for Token-level Metaphor Detection
ACL 2020
A Neural Local Coherence Analysis Model for Clarity Text Scoring
COLING 2020
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification
EMNLP 2020
Multi-task Peer-Review Score Prediction
EMNLP 2020
Text Categorization by Learning Predominant Sense of Words as Auxiliary Task
ACL 2019
A Dataset of Crowdsourced Word Sequences: Collections and Answer Aggregation for Ground Truth Creation
EMNLP 2019
HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization
EMNLP 2018
Learning Timeline Difference for Text Categorization
EMNLP 2015
Detection of Topic and its Extrinsic Evaluation Through Multi-Document Summarization
ACL 2014
Text Classification from Positive and Unlabeled Data using Misclassified Data Correction
ACL 2013
Identification of Domain-Specific Senses in a Machine-Readable Dictionary
ACL 2011
Cluster Labelling based on Concepts in a Machine-Readable Dictionary
IJCNLP 2011
Retrieving Bilingual Verb-Noun Collocations by Integrating Cross-Language Category Hierarchies
COLING 2008
Using Bilingual Comparable Corpora and Semi-supervised Clustering for Topic Tracking
COLING 2006
Using Bilingual Comparable Corpora and Semi-supervised Clustering for Topic Tracking
ACL 2006
Topic Tracking Based on Linguistic Features
IJCNLP 2005
Correcting Category Errors in Text Classification
COLING 2004
A Comparison of Manual and Automatic Constructions of Category Hierarchy for Classifying Large Corpora
CONLL 2004
Topic Tracking using Subject Templates and Clustering Positive Training Instances
COLING 2002
Manipulating Large Corpora for Text Classification
EMNLP 2002
Detecting Shifts in News Stories for Paragraph Extraction
COLING 2002