Zhongyi Liu
11 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (54)
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Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(6)
Natural Language Processing
(6)
Learning Types · Machine Learning
(6)
Application Areas
(4)
Applications
(4)
Core AI
(4)
Deep Learning
(3)
Core Methods
(3)
Generation
(3)
Learning Paradigms
(3)
Learning Types · Deep Learning
(2)
Architectures
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
large language model
(4)
relevance modeling
(2)
open-domain question answering
(2)
in-context learning
(2)
text generation
(2)
knowledge distillation
(2)
graph representation
(1)
data augmentation
(1)
multi-task learning
(1)
passage retrieval
(1)
hierarchical text classification
(1)
reading comprehension
(1)
continual pre-training
(1)
domain knowledge
(1)
semantic analysis
(1)
low-rank adaptation
(1)
parameter-efficient fine-tuning
(1)
benchmark dataset
(1)
semantic similarity
(1)
prompt engineering
(1)
Papers
Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering
COLING 2025
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
Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning
COLING 2024
Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering
EMNLP 2024
Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations
ACL 2024
Towards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model
COLING 2024
VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
ICLR 2024
XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification
ACL 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