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Rongxiang Weng

24 papers · 2017–2026 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (50) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
πŸ”¬ Deep Specialist (11) πŸ‘₯ Mega-Team Β· Squad 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ—ƒοΈ Keyword Collector (106) πŸ’Ž Century Club Β· Bronze

Venues

ACL (11) AAAI (5) EMNLP (4) COLING (1) CVPR (1) ICLR (1) IJCAI (1)

Top co-authors

Jingang Wang (9) Weihua Luo (8) Xunliang Cai (8) Heng Yu (8) Shujian Huang (6) Xiangpeng Wei (5) Jiajun Chen (4) Min Zhang (4) Yue Hu (4) Xuemiao Zhang (4)

Research topics

Natural Language Processing (19) Machine Learning (16) Deep Learning (14) Artificial Intelligence (13) Applications (13) Core AI (11) Learning Types Β· Deep Learning (10) Core Methods (6) Learning Types Β· Machine Learning (6) Resources & Methods (6) Application Areas (5) Models (4) Architectures (3) Learning Paradigms (3) Optimization & Theory (3)

Keywords

neural machine translation (9) large language model (6) representation learning (3) transfer learning (3) language model (2) machine translation (2) multi-task learning (2) semantic augmentation (2) data quality (2) contrastive learning (2) data selection (2) pre-trained model (2) semantic equivalence (2) multilingual nlp (1) knowledge distillation (1) uncertainty quantification (1) adversarial learning (1) curriculum learning (1) masked language model (1) reinforcement learning (1)

Papers

LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance ACL 2026 LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points ACL 2026 OneCAT: Decoder-Only Auto-Regressive Model for Unified Understanding and Generation CVPR 2026 Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text ACL 2026 FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining EMNLP 2025 FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy ACL 2025 Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training ACL 2025 Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM AAAI 2025 Multi-Programming Language Sandbox for LLMs ACL 2025 Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data ACL 2025 G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network ACL 2023 Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning AAAI 2023 Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022 Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation COLING 2022 Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation ACL 2022 On Learning Universal Representations Across Languages ICLR 2021 Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation AAAI 2020 GRET: Global Representation Enhanced Transformer AAAI 2020 Multiscale Collaborative Deep Models for Neural Machine Translation ACL 2020 Towards Enhancing Faithfulness for Neural Machine Translation EMNLP 2020 Uncertainty-Aware Semantic Augmentation for Neural Machine Translation EMNLP 2020 Correct-and-Memorize: Learning to Translate from Interactive Revisions IJCAI 2019 Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering ACL 2019 Neural Machine Translation with Word Predictions EMNLP 2017