Honglei Zhuang
15 papers · 2017–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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(71)
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(5)
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(2)
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Century Club Β· Bronze
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Research topics
Machine Learning
(13)
Core Methods
(8)
Natural Language Processing
(7)
Applications Β· Natural Language Processing
(7)
Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Application Areas
(4)
Optimization & Theory
(4)
Resources & Methods
(4)
Learning Types Β· Deep Learning
(3)
Computer Science
(2)
Applications Β· Computer Science
(2)
Architectures
(2)
Core AI
(2)
Keywords
information retrieval
(6)
language model
(4)
document ranking
(3)
outlier detection
(3)
large language model
(3)
zero-shot learning
(2)
multi-armed bandit
(2)
model compression
(2)
passage ranking
(2)
passage reranking
(2)
multi-task learning
(1)
knowledge distillation
(1)
in-context learning
(1)
prompt engineering
(1)
text mining
(1)
sample efficiency
(1)
unsupervised learning
(1)
sampling strategy
(1)
document retrieval
(1)
domain adaptation
(1)
Papers
Inference Scaling for Long-Context Retrieval Augmented Generation
ICLR 2025
Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels
NAACL 2024
Consolidating Ranking and Relevance Predictions of Large Language Models through Post-Processing
EMNLP 2024
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting
NAACL 2024
How Does Generative Retrieval Scale to Millions of Passages?
EMNLP 2023
Learning List-Level Domain-Invariant Representations for Ranking
NeurIPS 2023
PaRaDe: Passage Ranking using Demonstrations with LLMs
EMNLP 2023
RD-Suite: A Benchmark for Ranking Distillation
NeurIPS 2023
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference
ACL 2022
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
ICLR 2022
Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees?
ICLR 2021
Adaptive Double-Exploration Tradeoff for Outlier Detection
AAAI 2020
Spherical Text Embedding
NeurIPS 2019
Identifying Outlier Arms in Multi-Armed Bandit
NeurIPS 2017
Identifying Semantically Deviating Outlier Documents
EMNLP 2017