Le Yan
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Learning Types · Deep Learning
(1)
Keywords
information retrieval
(4)
document ranking
(2)
large language model
(2)
prompt engineering
(1)
fine-grained classification
(1)
relevance prediction
(1)
learning to rank
(1)
ranking accuracy
(1)
pairwise ranking
(1)
ranking model
(1)
benchmark dataset
(1)
language model
(1)
gradient boosted decision tree
(1)
text ranking
(1)
relevance labeling
(1)
query-document relevance
(1)
neural ranker
(1)
pairwise-ranking prompting
(1)
ranking distillation
(1)
model compression
(1)
Papers
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
RD-Suite: A Benchmark for Ranking Distillation
NeurIPS 2023
Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees?
ICLR 2021