Zhongyi Liu
11 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (10)
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(27)
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Century Club
(11)
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Prolific Year
(6)
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Keyword Collector
(51)
Conferences
ACL (4)
COLING (4)
EMNLP (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
large language model
(4)
text generation
(2)
open-domain question answering
(2)
in-context learning
(2)
relevance modeling
(2)
domain knowledge
(1)
data augmentation
(1)
multi-task learning
(1)
passage retrieval
(1)
semantic analysis
(1)
hierarchical text classification
(1)
reading comprehension
(1)
knowledge distillation
(1)
semantic similarity
(1)
low-rank adaptation
(1)
parameter-efficient fine-tuning
(1)
benchmark dataset
(1)
continual pre-training
(1)
retrieval-augmented generation
(1)
prompt engineering
(1)
Papers
CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search
NAACL 2025
Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting
COLING 2025
Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering
COLING 2025
Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning
COLING 2024
Towards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model
COLING 2024
XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification
ACL 2024
Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations
ACL 2024
Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering
EMNLP 2024
VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
ICLR 2024
Towards Better Hierarchical Text Classification with Data Generation
ACL 2023
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation
ACL 2022