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Deep Open Intent Classification with Adaptive Decision Boundary (AAAI2021)
This repo is our research summary and playground for MRC. More features are coming.
BELLE: Be Everyone's Large Language model Engine(开源中文对话大模型)
简单的向量白化改善句向量质量
Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations
ACL-2022 paper: Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents.
Discovering New Intents with Deep Aligned Clustering (AAAI 2021)
ACL 2019论文复现:Improving Multi-turn Dialogue Modelling with Utterance ReWriter
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
Baseline Systems of DuReader Dataset
Implementation of the ESIM model for natural language inference with PyTorch
Code for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking for Open-Domain Question Answering", ACL 2021
Source code for 《Energy-based Unknown Intent Detection with Data Manipulation》, which is accepted by Findings of ACL, 2021.
An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)
A list of recent papers on knowledge-based machine reading comprehension.
Fine-tuning LLaMA with PEFT (PT+SFT+RLHF with QLoRA)
Out-of-Scope Intent Detection
An unofficial implementation of Poly-encoder (Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring)
The codebase for a new quasi-attention BERT model for TABSA tasks
Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings
A dataset survey about task-oriented dialogue, including recent datasets and SoA results & papers.
A PyTorch-based knowledge distillation toolkit for natural language processing
今日头条中文新闻(文本)分类数据集
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.