Fangwei Zhu
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(4)
Core AI
(4)
Natural Language Processing
(3)
Application Areas
(2)
Applications
(2)
Learning Types · Machine Learning
(2)
Understanding
(2)
Deep Learning
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
pre-trained language model
(2)
multi-document summarization
(2)
large language model
(2)
entity linking
(1)
topic modeling
(1)
text generation
(1)
knowledge base
(1)
instruction tuning
(1)
pairwise ranking
(1)
generative model
(1)
data selection
(1)
mechanistic interpretability
(1)
numerical representation
(1)
causal intervention
(1)
abstractive summarization
(1)
nil prediction
(1)
mention context
(1)
semantic feature
(1)
bi-encoder model
(1)
discourse coherence
(1)
Papers
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection
AAAI 2026
Language Models Encode the Value of Numbers Linearly
COLING 2025
CoUDA: Coherence Evaluation via Unified Data Augmentation
NAACL 2024
Learn to Not Link: Exploring NIL Prediction in Entity Linking
ACL 2023
UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based Extractor
COLING 2022
TWAG: A Topic-Guided Wikipedia Abstract Generator
ACL 2021