Runxin Xu
22 papers · 2020–2025 · 6 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (53) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
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Keyword Collector
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Research topics
Machine Learning
(15)
Artificial Intelligence
(12)
Natural Language Processing
(12)
Core AI
(11)
Deep Learning
(10)
Optimization & Theory · Machine Learning
(9)
Learning Types · Machine Learning
(6)
Applications
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Learning Types · Deep Learning
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Optimization & Theory · Deep Learning
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Application Areas
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Core Methods
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Resources & Methods
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Understanding
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Architectures
(3)
Keywords
graph neural network
(4)
large language model
(4)
event extraction
(3)
neural machine translation
(2)
domain transfer
(2)
document-level extraction
(2)
pre-trained language model
(2)
knowledge graph
(2)
model compression
(2)
mathematical reasoning
(2)
knowledge distillation
(2)
abstract meaning representation
(2)
parameter-efficient fine-tuning
(2)
heterogeneous graph
(2)
transfer learning
(2)
semantic role labeling
(2)
reinforcement learning
(2)
neural network optimization
(2)
relation extraction
(1)
few-shot learning
(1)
Papers
CodeIO: Condensing Reasoning Patterns via Code Input-Output Prediction
ICML 2025
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback
ACL 2025
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models
ICLR 2025
Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models
EMNLP 2024
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
ACL 2024
Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models
ACL 2024
An Iteratively Parallel Generation Method with the Pre-Filling Strategy for Document-level Event Extraction
EMNLP 2023
Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization
EMNLP 2023
A Double-Graph Based Framework for Frame Semantic Parsing
NAACL 2022
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling
NAACL 2022
ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs
NAACL 2022
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction
NAACL 2022
Focus on the Target’s Vocabulary: Masked Label Smoothing for Machine Translation
ACL 2022
From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression
AAAI 2022
Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency
ACL 2022
S4-Tuning: A Simple Cross-lingual Sub-network Tuning Method
ACL 2022
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization
AAAI 2021
Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker
ACL 2021
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning
EMNLP 2021
Double Graph Based Reasoning for Document-level Relation Extraction
EMNLP 2020
Volctrans Parallel Corpus Filtering System for WMT 2020
EMNLP 2020
Xiaomingbot: A Multilingual Robot News Reporter
ACL 2020