Heming Xia's Projects
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
This is our repository of Amazon-2 text classification task.
Codes for our paper "Enhancing Continual Relation Extraction via Classifier Decomposition" (Findings of ACL2023)
ChineseNMT: Translate English to Chinese with PyTorch Implementation of Transformer
A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.
Heming Xia's Academic Pages
Codes and datasets for our paper "ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories" (EMNLP 2023 Findings).
Code for our paper: Improved deep learning techniques in gravitational-wave data analysis.
LoveTalker implemented by PyTorch and Tensorflow2.x.(基于charRNN的简易中文情话生成模型)
ReImplementation of Adaptive Co-attention Network for Named Entity Recognition in Tweets in AAAI2018.
Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding
Codes for our paper "Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation" (EMNLP 2023 Findings)
📰 Must-read papers and blogs on Speculative Decoding ⚡️
vilbert-multi-task install Instruction
A PyTorch implementation of a BiLSTM \ BERT \ Roberta (+ BiLSTM + CRF) model for Chinese Word Segmentation (中文分词) .