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hemingkx/readme.md

Hi there, I'm Heming Xia 👋

Hi, I'm Heming Xia, a Ph.D. student at The Hong Kong Polytechnic University 🇭🇰🇨🇳, supervised by Prof. Wenjie Li.

My research mainly focuses on 1) efficient and effective NLP, 2) tool learning, and 3) cross vision and language understanding. Previously, I completed my master’s degree at Peking University, advised by Prof. Zhifang Sui, and my bachelor’s degree at the School of Physics, Peking University.

  • 🍻 Ph.D. at NLP Group @PolyU.
  • 🔭 I'm interested in Natural Language Processing.
  • 💻 Coding with Python, familiar with PyTorch, Fairseq, Keras, Tensorflow.
  • 💬 Welcome to contact me by email ↙️.

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  1. SpeculativeDecodingPapers SpeculativeDecodingPapers Public

    📰 Must-read papers and blogs on Speculative Decoding ⚡️

    1k 53

  2. Awesome-Efficient-Reasoning Awesome-Efficient-Reasoning Public

    Paper list for Efficient Reasoning.

    742 28

  3. CLUENER2020 CLUENER2020 Public

    A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

    Python 511 107

  4. ChineseNMT ChineseNMT Public

    ChineseNMT: Translate English to Chinese with PyTorch Implementation of Transformer

    Python 492 92

  5. Spec-Bench Spec-Bench Public

    Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)

    Python 339 43

  6. TokenSkip TokenSkip Public

    [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs

    Python 193 13