Junhao Ruan
6 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (12) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
Conferences
ACL (3)
EMNLP (2)
COLING (1)
Top co-authors
Keywords
domain adaptation
(2)
neural machine translation
(2)
sample efficiency
(1)
benchmark evaluation
(1)
cross-lingual transfer
(1)
chain-of-thought reasoning
(1)
preference optimization
(1)
probability distribution
(1)
low-resource language
(1)
k-nearest neighbor
(1)
language model
(1)
vision language model
(1)
embodied agent
(1)
inference efficiency
(1)
retrieval-augmented generation
(1)
multilingual reasoning
(1)
model degradation
(1)
target language
(1)
back translation
(1)
translation memory
(1)
Papers
MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks
ACL 2026
Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation
ACL 2025
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment
COLING 2025
IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method
EMNLP 2025
TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making
EMNLP 2025
Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation
ACL 2024