Heming Xia

SpeculativeDecodingPapers. 📰 Must-read papers and blogs on Speculative Decoding ⚡️

Awesome-Efficient-Reasoning. Paper list for Efficient Reasoning.

CLUENER2020. A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

ChineseNMT. ChineseNMT: Translate English to Chinese with PyTorch Implementation of Transformer

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

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

WordSeg. A PyTorch implementation of a BiLSTM \ BERT \ Roberta (+ BiLSTM + CRF) model for Chinese Word Segmentation (中文分词) .

SWIFT. [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

SpecDec. Codes for our paper "Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation" (EMNLP 2023 Findings)

Whisper. [ACL 2026] Enabling Efficient Reasoning in LLMs via Black-box Persuasive Prompting

improved-gwcnn. Code for our paper: Improved deep learning techniques in gravitational-wave data analysis.

CDec. Codes for our paper "Enhancing Continual Relation Extraction via Classifier Decomposition" (Findings of ACL2023)

ImageNetVC. Codes and datasets for our paper "ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories" (EMNLP 2023 Findings).

ToolSpec. Python

LoveTalker. LoveTalker implemented by PyTorch and Tensorflow2.x.（基于charRNN的简易中文情话生成模型）

vilbert-multi-task. vilbert-multi-task install Instruction

NERmultimodal. ReImplementation of Adaptive Co-attention Network for Named Entity Recognition in Tweets in AAAI2018.

Amazon-2. This is our repository of Amazon-2 text classification task.

a-PyTorch-Tutorial-to-Image-Captioning. Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

hemingkx.github.io. HTML

hemingkx.