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Kaiyu Huang

28 papers · 2020–2026 · 5 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 (48) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🧬 Topic Evolution πŸ”¬ Deep Specialist (11) 🀝 Dynamic Duo (13) πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (119)

Venues

EMNLP (16) ACL (9) AACL (1) COLING (1) IJCAI (1)

Top co-authors

Degen Huang (13) Junpeng Liu (10) Jinan Xu (7) Fengran Mo (7) Yang Liu (5) Hao Yu (4) Peng Li (4) Yufeng Chen (4) Jiuyi Li (3) Changhao Guan (3)

Research topics

Natural Language Processing (23) Applications (18) Artificial Intelligence (17) Deep Learning (14) Core AI (12) Machine Learning (11) Learning Types Β· Machine Learning (9) Resources & Methods (9) Learning Paradigms (6) Learning Types Β· Deep Learning (5) Architectures (4) Techniques (3) Core Methods (2) Generation (2) Models (2)

Keywords

neural machine translation (6) multilingual neural machine translation (6) multilingual translation (4) chinese word segmentation (4) multimodal large language model (3) catastrophic forgetting (3) zero-shot translation (3) multilingual language model (3) transfer learning (3) incremental learning (3) multilingual reasoning (2) dense retrieval (2) language model (2) cross-lingual alignment (2) natural language processing (2) continual learning (2) conversational search (2) information retrieval (2) prompt engineering (2) cross-lingual transfer (2)

Papers

One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment ACL 2026 SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework ACL 2026 Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning ACL 2026 Boosting Data Utilization for Multilingual Dense Retrieval EMNLP 2025 Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models ACL 2025 MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models EMNLP 2025 Multilingual Collaborative Defense for Large Language Models EMNLP 2025 SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models EMNLP 2025 Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model EMNLP 2025 Context-Aware Non-Autoregressive Document-Level Translation with Sentence-Aligned Connectionist Temporal Classification COLING 2024 DLUT-NLP Machine Translation Systems for WMT24 Low-Resource Indic Language Translation EMNLP 2024 DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution ACL 2024 History-Aware Conversational Dense Retrieval ACL 2024 ICL: Iterative Continual Learning for Multi-domain Neural Machine Translation EMNLP 2024 Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division EMNLP 2023 ConvGQR: Generative Query Reformulation for Conversational Search ACL 2023 DUTNLP System for the WMT2023 Discourse-Level Literary Translation EMNLP 2023 Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation ACL 2023 Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation EMNLP 2023 Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation EMNLP 2022 Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation EMNLP 2022 DUTNLP Machine Translation System for WMT21 Triangular Translation Task EMNLP 2021 Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability ACL 2021 Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation EMNLP 2021 Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision EMNLP 2021 A Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation EMNLP 2020 Context-Aware Word Segmentation for Chinese Real-World Discourse AACL 2020 FinBERT: A Pre-trained Financial Language Representation Model for Financial Text Mining IJCAI 2020