Le Yan
5 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Cross-Pollinator (15)
β
The Questioner
Conferences
NAACL (2)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
information retrieval
(4)
document ranking
(2)
large language model
(2)
prompt engineering
(1)
fine-grained classification
(1)
relevance prediction
(1)
pairwise ranking
(1)
ranking model
(1)
language model
(1)
text ranking
(1)
relevance labeling
(1)
query-document relevance
(1)
pairwise-ranking prompting
(1)
ranking distillation
(1)
model compression
(1)
ranking prompt
(1)
zero-shot learning
(1)
knowledge distillation
(1)
Papers
Consolidating Ranking and Relevance Predictions of Large Language Models through Post-Processing
EMNLP 2024
Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels
NAACL 2024
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting
NAACL 2024
RD-Suite: A Benchmark for Ranking Distillation
NIPS 2023
Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees?
ICLR 2021