Songming Zhang
12 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (12) π Renaissance Researcher (5)
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Taxonomy Completionist
(30)
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Conference Polyglot
(5)
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Dynamic Duo
(11)
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Century Club
(11)
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Keyword Collector
(59)
Conferences
ACL (5)
EMNLP (4)
AACL (1)
COLING (1)
IJCNLP (1)
Top co-authors
Keywords
neural machine translation
(4)
knowledge distillation
(3)
large language model
(3)
direct preference optimization
(2)
adversarial training
(2)
automatic speech recognition
(2)
model compression
(2)
confusion set
(2)
language model
(2)
factual knowledge
(1)
reinforcement learning
(1)
model architecture
(1)
text generation
(1)
output distribution
(1)
ensemble learning
(1)
reinforcement learning from human feedback
(1)
cross-lingual alignment
(1)
speech recognition
(1)
paraphrase generation
(1)
language model alignment
(1)
Papers
Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning
ACL 2026
Multilingual Knowledge Editing with Language-Agnostic Factual Neurons
COLING 2025
CM-Align: Consistency-based Multilingual Alignment for Large Language Models
EMNLP 2025
Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts
ACL 2025
AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation
ACL 2025
Dual-Space Knowledge Distillation for Large Language Models
EMNLP 2024
Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation
ACL 2023
A Quality-based Syntactic Template Retriever for Syntactically-Controlled Paraphrase Generation
EMNLP 2023
Improved Data Augmentation for Translation Suggestion
EMNLP 2022
Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation
ACL 2022
Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets
AACL 2022
Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets
IJCNLP 2022