Jingyi Zhou's Projects
Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint MultipleIntent Detection and Slot Filling"
Roadmap to becoming an Artificial Intelligence Expert in 2022
FAQ-based Question Answering System
整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。
Awesome-LLM: a curated list of Large Language Model
Tracking the progress in SLU (resources, code, and new frontiers etc.)
This API grew out of (one of) my frustrations as a Chinese student. When I read the newspaper, I know most of the important characters, but I often don't know proper nouns, such as peoples' names, cities, company names, and so on. This API uses a pre-trained spacy model to identify and label proper nouns in English or Chinese texts. It also provides the Chinese pronunciation for them
Interspeech 2021: Context-Aware Hierarchical BERT Fushion Network for multiple dialog act detection
Chinese Data Competitions' Solutions
ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
搜集、整理、发布 中文 自然语言处理 语料/数据集,与 有志之士 共同 促进 中文 自然语言处理 的 发展。
Source code of our EMNLP 2022 paper: Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs
The open source codes for ICANN 2023 Paper "Co-RGCN: A Bi-path GCN-based Co-Regression model for Multi-intent Detection and Slot Filling".
Complete code for the proposed CNN-Transformer model for natural language understanding.
Datawhale成员整理的面经,内容包括机器学习,CV,NLP,推荐,开发等,欢迎大家star
Open source code for Paper "A Co-Interactive Transformer for Joint Slot Filling and Intent Detection"
深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)
Open source code for ACL 2020 Paper "Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog"
GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
图网络和少样本学习在自然语言理解领域的前沿综述。本文旨在探索自然语言理解领域中(主要探索了命名实体识别,关系抽取)一些深度学习前沿的应用(主要探索了结合图神经网络和少样本学习场景的方法)共计15篇顶会论文(EMNLP,AAAI,ACL,COLING)。
中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
HuggingLLM, Hugging Future.
hugging_face_competition
耕莘護專 ~ 示範的3D口罩折法(Jash-good-idea-20200304-001)
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"