Archive
Publications
A broader year-grouped archive spanning recent LLM work, multilingual capability building, machine translation, speech translation, and earlier foundational work in neural generation and parsing.
2026
SWE-AGI: Benchmarking Specification-Driven Software Construction with MoonBit in the Era of Autonomous Agents
2025
Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs
Safe Delta: Consistently Preserving Safety when Fine-Tuning LLMs on Diverse Datasets
Simple o3: Towards Interleaved Vision-Language Reasoning
CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention
Enhancing Non-English Capabilities of English-Centric Large Language Models through Deep Supervision Fine-Tuning
2024
Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation
Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks
An Energy-Based Model for Word-Level Autocompletion in Computer-Aided Translation
2023
Document-Level Machine Translation with Large Language Models
Fairness-guided Few-shot Prompting for Large Language Models
Simple and Scalable Nearest Neighbor Machine Translation
Federated Nearest Neighbor Machine Translation
E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition
Rethinking Translation Memory Augmented Neural Machine Translation
The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation Tasks
2022
Task-Oriented Dialogue System as Natural Language Generation
Context-Adaptive Document-Level Neural Machine Translation
Non-Parametric Domain Adaptation for End-to-End Speech Translation
Automatic Song Translation for Tonal Languages
2021
Adaptive Nearest Neighbor Machine Translation
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation
Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables
Adaptive Adapter: an Efficient Way to Incorporate BERT into Neural Machine Translation
2020
Incorporating BERT into Parallel Sequence Decoding with Adapters
Iterative Domain-Repaired Back-Translation
Cross-lingual Pre-training Based Transfer for Zero-shot Neural Machine Translation
2019
Budgeted Policy Learning for Task-Oriented Dialogue Systems
Regularizing Neural Machine Translation by Target-bidirectional Agreement
Unsupervised Neural Machine Translation with SMT as Posterior Regularization
2018