Fumiyo Fukumoto
36 papers · 2002–2026 · 6 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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πΊοΈ Taxonomy Completionist (46) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(25)
π§¬
Topic Evolution
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Keyword Champion
(2)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
π
Conference Pioneer
π
Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(98)
Top co-authors
Research topics
Natural Language Processing
(16)
Applications Β· Natural Language Processing
(13)
Machine Learning
(12)
Artificial Intelligence
(10)
Deep Learning
(10)
Core Methods
(8)
Core AI
(7)
Learning Types Β· Machine Learning
(7)
Learning Types Β· Deep Learning
(6)
Architectures
(5)
Application Areas
(4)
Learning Paradigms
(4)
Resources & Methods
(3)
Data Science & Analytics
(2)
Applications Β· Data Science & Analytics
(2)
Keywords
large language model
(4)
multi-task learning
(4)
multi-label classification
(3)
graph neural network
(3)
sentiment analysis
(3)
recommendation system
(3)
few-shot learning
(2)
coherence analysis
(2)
text classification
(2)
user-item interaction
(2)
sequential recommendation
(2)
neural network
(2)
text categorization
(2)
contrastive learning
(2)
convolutional neural network
(2)
information retrieval
(1)
text generation
(1)
transfer learning
(1)
claim verification
(1)
knowledge distillation
(1)
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
Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection
ACL 2025
Claim veracity assessment for explainable fake news detection
COLING 2025
GL-CLiC: Global-Local Coherence and Lexical Complexity for Sentence-Level AI-Generated Text Detection
IJCNLP 2025
Multi-Agent Cross-Lingual Veracity Assessment for Explainable Fake News Detection
IJCNLP 2025
TeG-DRec: Inductive Text-Graph Learning for Unseen Node Scientific Dataset Recommendation
AACL 2025
Enhanced Coherence-Aware Network with Hierarchical Disentanglement for Aspect-Category Sentiment Analysis
COLING 2024
Enhancing High-order Interaction Awareness in LLM-based Recommender Model
EMNLP 2024
RDRec: Rationale Distillation for LLM-based Recommendation
ACL 2024
Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis
EMNLP 2023
Intermediate-Task Transfer Learning for Peer Review Score Prediction
IJCNLP 2023
Knowledge Injection with Perturbation-based Constrained Attention Network for Word Sense Disambiguation
IJCNLP 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
A Neural Local Coherence Analysis Model for Clarity Text Scoring
COLING 2020
DeepMet: A Reading Comprehension Paradigm for Token-level Metaphor Detection
ACL 2020
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification
EMNLP 2020
Multi-task Learning for Automated Essay Scoring with Sentiment Analysis
AACL 2020
Multi-task Peer-Review Score Prediction
EMNLP 2020
A Dataset of Crowdsourced Word Sequences: Collections and Answer Aggregation for Ground Truth Creation
EMNLP 2019
Text Categorization by Learning Predominant Sense of Words as Auxiliary Task
ACL 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
Cluster Labelling based on Concepts in a Machine-Readable Dictionary
IJCNLP 2011
Identification of Domain-Specific Senses in a Machine-Readable Dictionary
ACL 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
ACL 2006
Topic Tracking Based on Linguistic Features
IJCNLP 2005
A Comparison of Manual and Automatic Constructions of Category Hierarchy for Classifying Large Corpora
CoNLL 2004
Correcting Category Errors in Text Classification
COLING 2004
Detecting Shifts in News Stories for Paragraph Extraction
COLING 2002
Manipulating Large Corpora for Text Classification
EMNLP 2002
Topic Tracking using Subject Templates and Clustering Positive Training Instances
COLING 2002