Opinion Knowledge Injection Network for Aspect Extraction. - Shaolei Zhang 001; Gang Lu; Kai Shuang (ICONIP (2), 2019)

Future-Guided Incremental Transformer for Simultaneous Translation. - Shaolei Zhang 001; Yang Feng 004; Liangyou Li (AAAI, 2021)

Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy. - Shaolei Zhang 001; Yang Feng 004 (EMNLP (1), 2021)

Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model. - Shaolei Zhang 001; Yang Feng 004 (EMNLP (Findings), 2021)

Modeling Dual Read/Write Paths for Simultaneous Machine Translation. - Shaolei Zhang 001; Yang Feng 004 (ACL (1), 2022)

Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework. - Shaolei Zhang 001; Yang Feng 004 (ACL (1), 2022)

Gaussian Multi-head Attention for Simultaneous Machine Translation. - Shaolei Zhang 001; Yang Feng 004 (ACL (Findings), 2022)

Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation. - Shoutao Guo; Shaolei Zhang 001; Yang Feng 004 (EMNLP (Findings), 2022)

Information-Transport-based Policy for Simultaneous Translation. - Shaolei Zhang 001; Yang Feng 004 (EMNLP, 2022)

Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation. - Shaolei Zhang 001; Shoutao Guo; Yang Feng 004 (EMNLP (Findings), 2022)

Learning Optimal Policy for Simultaneous Machine Translation via Binary Search. - Shoutao Guo; Shaolei Zhang 001; Yang Feng 004 (ACL (1), 2023)

End-to-End Simultaneous Speech Translation with Differentiable Segmentation. - Shaolei Zhang 001; Yang Feng 004 (ACL (Findings), 2023)

Simultaneous Machine Translation with Tailored Reference. - Shoutao Guo; Shaolei Zhang 001; Yang Feng 004 (EMNLP (Findings), 2023)

Non-autoregressive Streaming Transformer for Simultaneous Translation. - Zhengrui Ma; Shaolei Zhang 001; Shoutao Guo; Chenze Shao; Min Zhang 005; Yang Feng 004 (EMNLP, 2023)

Hidden Markov Transformer for Simultaneous Machine Translation. - Shaolei Zhang 001; Yang Feng 004 (ICLR, 2023)

Unified Segment-to-Segment Framework for Simultaneous Sequence Generation. - Shaolei Zhang 001; Yang Feng 004 (NeurIPS, 2023)

BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models. - Shaolei Zhang 001; Qingkai Fang; Zhuocheng Zhang; Zhengrui Ma; Yan Zhou; Langlin Huang; Mengyu Bu; Shangtong Gui; Yunji Chen; Xilin Chen 001; Yang Feng 004 (CoRR, 2023)

Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? - Qingkai Fang; Shaolei Zhang 001; Zhengrui Ma; Min Zhang 005; Yang Feng 004 (ACL (1), 2024)

Decoder-only Streaming Transformer for Simultaneous Translation. - Shoutao Guo; Shaolei Zhang 001; Yang Feng 004 (ACL (1), 2024)

A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation. - Zhengrui Ma; Qingkai Fang; Shaolei Zhang 001; Shoutao Guo; Yang Feng 004; Min Zhang 005 (ACL (1), 2024)

Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts. - Tian Yu; Shaolei Zhang 001; Yang Feng 004 (ACL (Findings), 2024)

StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning. - Shaolei Zhang 001; Qingkai Fang; Shoutao Guo; Zhengrui Ma; Min Zhang 005; Yang Feng 004 (ACL (1), 2024)

TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space. - Shaolei Zhang 001; Tian Yu; Yang Feng 004 (ACL (1), 2024)

Glancing Future for Simultaneous Machine Translation. - Shoutao Guo; Shaolei Zhang 001; Yang Feng 004 (ICASSP, 2024)

SiLLM: Large Language Models for Simultaneous Machine Translation. - Shoutao Guo; Shaolei Zhang 001; Zhengrui Ma; Min Zhang 005; Yang Feng 004 (CoRR, 2024)

Agent-SiMT: Agent-assisted Simultaneous Machine Translation with Large Language Models. - Shoutao Guo; Shaolei Zhang 001; Zhengrui Ma; Min Zhang 005; Yang Feng 004 (CoRR, 2024)

BayLing 2: A Multilingual Large Language Model with Efficient Language Alignment. - Shaolei Zhang 001; Kehao Zhang; Qingkai Fang; Shoutao Guo; Yan Zhou; Xiaodong Liu; Yang Feng 004 (CoRR, 2024)

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models. - Tian Yu; Shaolei Zhang 001; Yang Feng 004 (CoRR, 2024)

Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation. - Shoutao Guo; Shaolei Zhang 001; Zhengrui Ma; Yang Feng 004 (AAAI, 2025)

LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis. - Qingkai Fang; Yan Zhou; Shoutao Guo; Shaolei Zhang 001; Yang Feng 004 (ACL (1), 2025)

LLaMA-Omni: Seamless Speech Interaction with Large Language Models. - Qingkai Fang; Shoutao Guo; Yan Zhou; Zhengrui Ma; Shaolei Zhang 001; Yang Feng 004 (ICLR, 2025)

LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token. - Shaolei Zhang 001; Qingkai Fang; Zhe Yang; Yang Feng 004 (ICLR, 2025)

LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis. - Qingkai Fang; Yan Zhou; Shoutao Guo; Shaolei Zhang 001; Yang Feng 004 (CoRR, 2025)

TAIJI: MCP-based Multi-Modal Data Analytics on Data Lakes. - Chao Zhang 034; Shaolei Zhang 001; Quehuan Liu; Sibei Chen; Tong Li; Ju Fan (CoRR, 2025)

Stream-Omni: Simultaneous Multimodal Interactions with Large Language-Vision-Speech Model. - Shaolei Zhang 001; Shoutao Guo; Qingkai Fang; Yan Zhou; Yang Feng 004 (CoRR, 2025)

FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing. - Shoutao Guo; Shaolei Zhang 001; Qingkai Fang; Zhengrui Ma; Min Zhang 005; Yang Feng 004 (CoRR, 2025)

PSO-Merging: Merging Models Based on Particle Swarm Optimization. - Kehao Zhang; Shaolei Zhang 001; Yang Feng 004 (CoRR, 2025)

AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment. - Mengyu Bu; Shaolei Zhang 001; Zhongjun He; Hua Wu 003; Yang Feng 004 (CoRR, 2025)