Jingping Liu
27 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (52) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(12)
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Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(6)
ποΈ
Keyword Collector
(123)
Top co-authors
Research topics
Natural Language Processing
(17)
Artificial Intelligence
(16)
Core AI
(16)
Machine Learning
(12)
Applications
(12)
Resources & Methods
(7)
Core Methods
(6)
Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(4)
Computer Vision
(3)
Healthcare & Medicine
(3)
Knowledge & Reasoning
(3)
Application Areas
(3)
Clinical
(3)
Keywords
large language model
(9)
benchmark evaluation
(6)
multimodal large language model
(5)
knowledge graph
(4)
spatial reasoning
(3)
information extraction
(3)
relation extraction
(3)
named entity recognition
(2)
electronic medical record
(2)
semantic parsing
(2)
concept reasoning
(2)
instruction tuning
(2)
question answering
(2)
attention mechanism
(2)
medical quality control
(2)
entity linking
(1)
visual question answering
(1)
data augmentation
(1)
multilingual nlp
(1)
curriculum learning
(1)
Papers
Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning
AAAI 2026
From Selection to Refinement: Iterative Optimization for Instruction Data
ACL 2026
LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation
EACL 2026
MirrorQA: Benchmarking Multimodal LLMs on Mirror-Orientation Reasoning
ACL 2026
Tiny Scales, Great Challenges: The Limits of Multimodal LLMs in Scale Recognition
ACL 2026
Can Multimodal Large Language Models Understand Spatial Relations?
ACL 2025
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation
ACL 2025
EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records
ACL 2025
IMQC: A Large Language Model Platform for Medical Quality Control
AAAI 2025
MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval
NAACL 2025
MinosEval: Distinguishing Factoid and Non-Factoid for Tailored Open-Ended QA Evaluation with LLMs
ACL 2025
PToco: Prefix-based Token-level Collaboration Enhances Reasoning for Multi-LLMs
COLING 2025
Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query
ACL 2025
Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding
AAAI 2024
CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models
EMNLP 2024
CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models
ACL 2024
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency
COLING 2024
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction
ACL 2024
Unexpected Phenomenon: LLMsβ Spurious Associations in Information Extraction
ACL 2024
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation
AAAI 2024
End-to-End Entity Linking with Hierarchical Reinforcement Learning
AAAI 2023
GANTEE: Generative Adversarial Network for Taxonomy Enterance Evaluation
AAAI 2023
Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning
COLING 2022
Learning Term Embeddings for Lexical Taxonomies
AAAI 2021
Revisiting the Negative Data of Distantly Supervised Relation Extraction
ACL 2021
Deep Short Text Classification with Knowledge Powered Attention
AAAI 2019
Relation Extraction Using Supervision from Topic Knowledge of Relation Labels
IJCAI 2019