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smj0's Projects

awesomemrc icon awesomemrc

This repo is our research summary and playground for MRC. More features are coming.

belle icon belle

BELLE: Be Everyone's Large Language model Engine(开源中文对话大模型)

consert icon consert

Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

crossweigh icon crossweigh

CrossWeigh: Training Named Entity Tagger from Imperfect Annotations

dc-match icon dc-match

ACL-2022 paper: Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents.

dpr icon dpr

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

esim icon esim

Implementation of the ESIM model for natural language inference with PyTorch

gar icon gar

Code for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking for Open-Domain Question Answering", ACL 2021

got icon got

Source code for 《Energy-based Unknown Intent Detection with Data Manipulation》, which is accepted by Findings of ACL, 2021.

is-bert icon is-bert

An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)

kmrc-papers icon kmrc-papers

A list of recent papers on knowledge-based machine reading comprehension.

polyencoder icon polyencoder

An unofficial implementation of Poly-encoder (Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring)

sccl icon sccl

Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021

simcse icon simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings

textbrewer icon textbrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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