Masafumi Oyamada
11 papers · 2019–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π Renaissance Researcher (6) π Conference Polyglot (4) π Academic Marathon (6) π Interdisciplinary Bridge
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Conference Polyglot
(4)
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Academic Marathon
(6)
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Cross-Pollinator
(12)
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Conference Pioneer
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Century Club
(10)
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The Questioner
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Keyword Collector
(71)
Conferences
EMNLP (4)
AAAI (2)
ACL (2)
NAACL (2)
EACL (1)
Top co-authors
Keywords
retrieval-augmented generation
(4)
large language model
(4)
model merging
(2)
zero-shot learning
(1)
object detection
(1)
preference learning
(1)
text classification
(1)
knowledge distillation
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question answering
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text generation
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information retrieval
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semantic analysis
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passage retrieval
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multi-label classification
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confidence calibration
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weakly supervised learning
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task generalization
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document layout analysis
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computational efficiency
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semi-supervised learning
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Papers
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation
EACL 2026
On Synthesizing Data for Context Attribution in Question Answering
ACL 2025
LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents
EMNLP 2025
Can Large Language Models Invent Algorithms to Improve Themselves?: Algorithm Discovery for Recursive Self-Improvement through Reinforcement Learning
NAACL 2025
Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain
ACL 2025
Relevance, Diversity, and Exclusivity: Designing Keyword-augmentation Strategy for Zero-shot Classifiers
NAACL 2024
Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing
EMNLP 2024
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering
EMNLP 2023
Low-resource Taxonomy Enrichment with Pretrained Language Models
EMNLP 2021
Learning with Unsure Responses
AAAI 2020
Meimei: An Efficient Probabilistic Approach for Semantically Annotating Tables
AAAI 2019