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Xiangpeng Wei

17 papers · 2019–2024 · 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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+9 more ↓ πŸ—ΊοΈ Taxonomy Completionist (34) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
πŸ”¬ Deep Specialist (11) 🀝 Dynamic Duo (10) 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ—ƒοΈ Keyword Collector (85) πŸ’Ž Century Club Β· Bronze

Venues

EMNLP (6) ACL (4) COLING (3) AAAI (1) CoNLL (1) ICLR (1) NeurIPS (1)

Top co-authors

Yue Hu (10) Luxi Xing (7) Baosong Yang (6) jun xie (6) Rongxiang Weng (5) Heng Yu (5) Weihua Luo (5) Dayiheng Liu (4) Ping Guo (3) Fei Huang (2)

Research topics

Natural Language Processing (12) Applications (12) Machine Learning (10) Deep Learning (9) Artificial Intelligence (8) Architectures (6) Core AI (6) Learning Types Β· Machine Learning (6) Learning Types Β· Deep Learning (4) Application Areas (3) Core Methods (3) Learning Paradigms (2) Models (2) Optimization & Theory (2) Techniques (2)

Keywords

neural machine translation (11) semantic augmentation (2) semantic equivalence (2) machine translation (2) domain adaptation (2) variational inference (1) multi-task learning (1) contrastive learning (1) uncertainty quantification (1) em algorithm (1) embedding learning (1) self-supervised learning (1) attention mechanism (1) knowledge distillation (1) catastrophic forgetting (1) question answering (1) natural language generation (1) data augmentation (1) topic modeling (1) transfer learning (1)

Papers

MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation COLING 2024 Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation ACL 2023 EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning NeurIPS 2023 Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints ACL 2023 MMNMT: Modularizing Multilingual Neural Machine Translation with Flexibly Assembled MoE and Dense Blocks EMNLP 2023 Guiding Neural Machine Translation with Semantic Kernels EMNLP 2022 Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation ACL 2022 SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers COLING 2022 WR-One2Set: Towards Well-Calibrated Keyphrase Generation EMNLP 2022 On Learning Universal Representations Across Languages ICLR 2021 Bi-directional CognitiveThinking Network for Machine Reading Comprehension COLING 2020 IIE’s Neural Machine Translation Systems for WMT20 EMNLP 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 Translating with Bilingual Topic Knowledge for Neural Machine Translation AAAI 2019 Unsupervised Neural Machine Translation with Future Rewarding CoNLL 2019