Kai Fan

Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture AAAI 2026 From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization ACL 2026 C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation ICML 2025 Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training ACL 2025 Improve Speech Translation Through Text Rewrite COLING 2025 LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline ACL 2025 Markov Chain of Thought for Efficient Mathematical Reasoning NAACL 2025 AlphaMath Almost Zero: Process Supervision without Process NeurIPS 2024 AnyTrans: Translate AnyText in the Image with Large Scale Models EMNLP 2024 Divergence-Guided Simultaneous Speech Translation AAAI 2024 MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ACL 2024 Step-level Value Preference Optimization for Mathematical Reasoning EMNLP 2024 wav2vec-S: Adapting Pre-trained Speech Models for Streaming ACL 2024 Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference EMNLP 2023 Adaptive Policy with Wait-k Model for Simultaneous Translation EMNLP 2023 A Simple Concatenation can Effectively Improve Speech Translation ACL 2023 Better Simultaneous Translation with Monotonic Knowledge Distillation ACL 2023 Towards Zero-shot Learning for End-to-end Cross-modal Translation Models EMNLP 2023 Training Simultaneous Speech Translation with Robust and Random Wait-k-Tokens Strategy EMNLP 2023 Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics EMNLP 2023 Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? EMNLP 2022 Cross-modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation IJCAI 2022 Efficient Cluster-Based k-Nearest-Neighbor Machine Translation ACL 2022 Structural Supervision for Word Alignment and Machine Translation ACL 2022 Manifold Adversarial Augmentation for Neural Machine Translation ACL 2021 Probing Multi-modal Machine Translation with Pre-trained Language Model ACL 2021 Alibaba’s Submission for the WMT 2020 APE Shared Task: Improving Automatic Post-Editing with Pre-trained Conditional Cross-Lingual BERT EMNLP 2020 Computer Assisted Translation with Neural Quality Estimation and Automatic Post-Editing EMNLP 2020 Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation EMNLP 2020 Neural Zero-Inflated Quality Estimation Model for Automatic Speech Recognition System Interspeech 2020 “Bilingual Expert” Can Find Translation Errors AAAI 2019 Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector AAAI 2019 Lattice Transformer for Speech Translation ACL 2019 Unsupervised Multi-Modal Neural Machine Translation CVPR 2019 Alibaba Speech Translation Systems for IWSLT 2018 EMNLP 2018 Alibaba Submission for WMT18 Quality Estimation Task EMNLP 2018 Adversarial Feature Matching for Text Generation ICML 2017 An inner-loop free solution to inverse problems using deep neural networks NeurIPS 2017 Differentially Private Data Releasing for Smooth Queries JMLR 2016 Towards Unifying Hamiltonian Monte Carlo and Slice Sampling NeurIPS 2016 Fast Second Order Stochastic Backpropagation for Variational Inference NeurIPS 2015 Efficient Algorithm for Privately Releasing Smooth Queries NeurIPS 2013 A Novel Burst-based Text Representation Model for Scalable Event Detection ACL 2012