hemingkx/Awesome-Multimodal-Research

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hemingkx/Awesome-Multimodal-Research

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This is the Multimodal Research Note Repository of Group Sui in Peking University👏.

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

SpeculativeDecodingPapers

📰 Must-read papers and blogs on Speculative Decoding ⚡️

WordSeg

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

Spec-Bench

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

SpecDec

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

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).

improved-gwcnn

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

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

Jupyter Notebook

SWIFT

SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

MemoryLMPapers

Amazon-2

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

NERmultimodal

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

hemingkx