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Heming Xia's Projects

amazon-2 icon amazon-2

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

cdec icon cdec

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

chinesenmt icon chinesenmt

ChineseNMT: Translate English to Chinese with PyTorch Implementation of Transformer

cluener2020 icon cluener2020

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

imagenetvc icon imagenetvc

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

improved-gwcnn icon improved-gwcnn

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

lovetalker icon lovetalker

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

nermultimodal icon nermultimodal

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

spec-bench icon spec-bench

Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding

specdec icon specdec

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

wordseg icon wordseg

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

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