Linlong Xu
5 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
⭐
Rising Star
(5)
Top co-authors
Research topics
Keywords
machine translation
(3)
sparse autoencoder
(2)
preference optimization
(1)
quality estimation
(1)
model interpretability
(1)
language model
(1)
data selection
(1)
supervised fine-tuning
(1)
mechanistic interpretability
(1)
causal intervention
(1)
minimum bayes risk
(1)
feature discovery
(1)
minimum bayes risk decoding
(1)
parametric knowledge
(1)
semantic fidelity
(1)
large language model
(1)
quality-aware training
(1)
reinforcement learning with verifiable reward
(1)
task feature
(1)
cross-cultural entity translation
(1)
Papers
Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs
AAAI 2026
From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models
ACL 2026
Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation
ACL 2026
M2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation
ACL 2026
Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding
EMNLP 2025