Seiji Maekawa
6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (19) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
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The Questioner
Conferences
EMNLP (2)
NAACL (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
adaptive retrieval
(2)
language model
(2)
question answering
(2)
text generation
(1)
passage retrieval
(1)
instruction following
(1)
low-resource learning
(1)
graph structure
(1)
class imbalance
(1)
benchmark dataset
(1)
node classification
(1)
retrieval-augmented generation
(1)
hallucination detection
(1)
retrieval augmentation
(1)
language model fine-tuning
(1)
low-resource setting
(1)
open-domain question answering
(1)
similarity score
(1)
multi-document summarization
(1)
factual consistency
(1)
Papers
Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive‐k
EMNLP 2025
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data
ICLR 2025
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization
NAACL 2025
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models
NAACL 2024
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs
NIPS 2022
Low-resource Interactive Active Labeling for Fine-tuning Language Models
EMNLP 2022