Xiang Geng
15 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird
🏃
Academic Marathon
(7)
🌈
Renaissance Researcher
(5)
🐣
Hot Topic Early Bird
🤝
Dynamic Duo
(12)
🔬
Deep Specialist
(10)
🧬
Topic Evolution
🗃️
Keyword Collector
(65)
🔥
Unstoppable
(8)
💎
Century Club
(15)
Conferences
EMNLP (6)
AAAI (3)
ACL (3)
IJCAI (3)
Top co-authors
Keywords
quality estimation
(8)
machine translation
(6)
word-level prediction
(4)
monte carlo dropout
(2)
pseudo labeling
(2)
sentence-level prediction
(2)
semi-supervised learning
(2)
direct preference optimization
(1)
masked language model
(1)
curriculum learning
(1)
text generation
(1)
parallel corpus
(1)
prompt engineering
(1)
sequence tagging
(1)
domain adaptation
(1)
reinforcement learning from human feedback
(1)
kernel learning
(1)
data augmentation
(1)
auc optimization
(1)
multitask learning
(1)
Papers
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation
ACL 2025
MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization
ACL 2024
Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation
ACL 2024
Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning
AAAI 2023
Unify Word-level and Span-level Tasks: NJUNLP’s Participation for the WMT2023 Quality Estimation Shared Task
EMNLP 2023
Improved Pseudo Data for Machine Translation Quality Estimation with Constrained Beam Search
EMNLP 2023
CoP: Factual Inconsistency Detection by Controlling the Preference
AAAI 2023
NJUNLP’s Participation for the WMT2022 Quality Estimation Shared Task
EMNLP 2022
CrossQE: HW-TSC 2022 Submission for the 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
Scalable Semi-Supervised SVM via Triply Stochastic Gradients
IJCAI 2019
Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization
IJCAI 2019
Accelerated Asynchronous Greedy Coordinate Descent Algorithm for SVMs
IJCAI 2018