Xiang Geng
15 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (26) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🔬
Deep Specialist
(10)
🤝
Dynamic Duo
(12)
🧬
Topic Evolution
💎
Century Club · Bronze
🗃️
Keyword Collector
(68)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Natural Language Processing
(11)
Applications
(11)
Machine Learning
(9)
Learning Types · Machine Learning
(7)
Deep Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Generation
(1)
Optimization
(1)
Keywords
quality estimation
(8)
machine translation
(6)
word-level prediction
(4)
pseudo labeling
(2)
sentence-level prediction
(2)
semi-supervised learning
(2)
predictor estimator framework
(2)
monte carlo dropout
(2)
multi-task learning
(2)
curriculum learning
(1)
masked language model
(1)
text generation
(1)
parallel corpus
(1)
domain adaptation
(1)
prompt engineering
(1)
data augmentation
(1)
binary classification
(1)
reinforcement learning from human feedback
(1)
support vector regression
(1)
kernel learning
(1)
Papers
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation
ACL 2025
Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation
ACL 2024
MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization
ACL 2024
CoP: Factual Inconsistency Detection by Controlling the Preference
AAAI 2023
Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning
AAAI 2023
Improved Pseudo Data for Machine Translation Quality Estimation with Constrained Beam Search
EMNLP 2023
Unify Word-level and Span-level Tasks: NJUNLP’s Participation for the WMT2023 Quality Estimation Shared Task
EMNLP 2023
CrossQE: HW-TSC 2022 Submission for the Quality Estimation Shared Task
EMNLP 2022
NJUNLP’s Participation for the WMT2022 Quality Estimation Shared Task
EMNLP 2022
DirectQE: Direct Pretraining for Machine Translation Quality Estimation
AAAI 2021
HW-TSC’s Participation at WMT 2021 Quality Estimation Shared Task
EMNLP 2021
NJU’s submission to the WMT20 QE Shared Task
EMNLP 2020
Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization
IJCAI 2019
Scalable Semi-Supervised SVM via Triply Stochastic Gradients
IJCAI 2019
Accelerated Asynchronous Greedy Coordinate Descent Algorithm for SVMs
IJCAI 2018