Semanlink - NLP tasks / problems AND GitHub project

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BERT - Chatbots - ChatGPT - Clustering of text documents - Discussed with NS - EMNLP 2019 - Extractive Text Summarization - Few-shot learning - GitHub project - Hugging Face - huggingface / transformers - Java - Keyword/keyphrase extraction - Knowledge Graphs in NLP - Knowledge-Intensive NLP Tasks - LangChain - Language Model: domain adaptation - Named Entity Recognition - Nearest neighbor search - Neural machine translation - Nils Reimers - NLP@Facebook - NLP@IBM - NLP@Stanford - NLP and Search - NLP sample code - NLP tools - Omar Khattab - Open Source - Prompting/In-context learning - Python-NLP - PyTorch - Question Answering - Raphaël Sourty - Relation Extraction - Sample code - Sequence labeling - Text Classification - Text Similarity - Topic Modeling - Tutorial - Tweet - Word2vec - Zero shot -

NLP tasks / problems AND GitHub project

Common descendants

56 Documents

huggingface/text-clustering: Easily embed, cluster and semantically label text datasets

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2024-03-07 About

nicknochnack/LangchainDocuments: Leveraging Your Own Documents in a Langchain Pipeline

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2023-05-14 About

mayooear/gpt4-pdf-chatbot-langchain: GPT4 & LangChain Chatbot for large PDF docs

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2023-04-20 About

openai/chatgpt-retrieval-plugin: The ChatGPT Retrieval Plugin

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2023-04-13 About

stanfordnlp/dspy: 𝗗𝗦𝗣: Demonstrate-Search-Predict. A framework for composing retrieval and language models for knowledge-intensive NLP.

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2023-02-18 About

LAION-AI/Open-Assistant: OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

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2023-02-06 About

TheAppleTucker/backend-GPT "GPT is all you need for the backend"

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2023-01-25 About

IBM/zshot: Zero and Few shot named entity & relationships recognition

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2022-12-23 About

dmmiller612/bert-extractive-summarizer: Easy to use extractive text summarization with BERT

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2022-10-28 About

UKPLab/EasyNMT: Easy to use, state-of-the-art Neural Machine Translation for 100+ languages

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2022-10-14 About

huggingface/setfit: Efficient few-shot learning with Sentence Transformers

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2022-10-12 About

Zshot: Zero and Few shot named entity & relationships recognition

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2022-10-01 About

merve sur Twitter : "@huggingface transformers includes a new pipeline called Document Question Answering. This is a pipeline you can use to extract information from PDFs!...

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2022-09-20 About

NLP | How to add a domain-specific vocabulary (new tokens) to a subword tokenizer already trained like BERT WordPiece | by Pierre Guillou | Medium

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2022-03-18 About

Retraining roberta-base using the RoBERTa MLM Procedure | Medium

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2022-03-18 About

ddangelov/Top2Vec: Top2Vec learns jointly embedded topic, document and word vectors.

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> Top2Vec is an algorithm for topic modeling and semantic search. It automatically detects topics present in text and generates jointly embedded topic, document and word vectors.
>
> "Update: Pre-trained Universal Sentence Encoders and BERT Sentence Transformer now available for embedding."

> **The assumption the algorithm makes is that many semantically similar documents are indicative of an underlying topic**. The first step is to create a joint embedding of document and word vectors. Once documents and words are embedded in a vector space the goal of the algorithm is to find dense clusters of documents, then identify which words attracted those documents together. Each dense area is a topic and the words that attracted the documents to the dense area are the topic words.

> Once you train the Top2Vec model you can:
> - ...
> - Get **hierarchical topics**.
> - Search topics by keywords.
> - Search documents by topic, by keywords.
> - Find similar words, similar documents.

Refered by [BERTopic](doc:2022/03/maartengr_bertopic_leveraging_)

2022-03-10 About

MaartenGr/BERTopic: Leveraging BERT and c-TF-IDF to create easily interpretable topics.

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2022-03-10 About

allenai/macaw: Multi-angle c(q)uestion answering

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2022-01-22 About

ZhangShiyue/QGforQA

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2021-12-08 About

awslabs/unsupervised-qa: Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering

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2021-12-08 About

facebookresearch/DrQA: Reading Wikipedia to Answer Open-Domain Questions

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2021-12-08 About

facebookresearch/UnsupervisedQA: Unsupervised Question answering via Cloze Translation

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2021-12-07 About

Unsupervised_Extractive_Summarization - a Hugging Face Space by Hellisotherpeople

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2021-12-03 About

Extractive Question Answering - Hugging Face transformers doc

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2021-11-18 About

Nils Reimers sur Twitter : EasyNMT Easy-to-use (3 lines of code), state-of-the-art neural machine translations

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2021-04-27 About

New pipeline for zero-shot text classification - 🤗Transformers - Hugging Face Forums

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2021-03-15 About

asahi417/tner: Language model finetuning on NER

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2021-03-04 About

Zero-shot classifier distillation at master · huggingface/transformers

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2021-02-23 About

kamalkraj/BERT-NER: Pytorch-Named-Entity-Recognition-with-BERT

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2021-02-07 About

GitHub - explosion/sense2vec: Contextually-keyed word vectors

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2020-12-31 About

pemistahl/lingua: natural language detection library for Java suitable for long and short text alike

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2020-12-12 About

Salmon Run: Word Sense Disambiguation using BERT as a Language Model

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2020-12-01 About

raphaelsty/ckb: Contextual knowledge bases

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2020-11-09 About

Sylvain Gugger sur Twitter : "Training a transformer model for text classification..."

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2020-10-19 About

Which flavor of BERT should you use for your QA task? | by Olesya Bondarenko | Towards Data Science

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2020-10-04 About

Hugging Face sur Twitter : "No labeled data? No problem. The 🤗 Transformers master branch now includes a built-in pipeline for zero-shot text classification...

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2020-08-12 About

Finding similar documents with transformers · Codegram

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2020-07-10 About

dicksontsai/stanford-nlp-local-extension: Chrome extension for sending content to localhost server running Stanford NLP tools.

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2020-07-03 About

AmbiverseNLU: A Natural Language Understanding suite by Max Planck Institute for Informatics

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2020-03-13 About

FastHugs | ntentional

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2020-02-19 About

GitHub - OpenNMT/OpenNMT-py: Open Source Neural Machine Translation in PyTorch

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2020-01-17 About

pfliu-nlp/Named-Entity-Recognition-NER-Papers: An elaborate and exhaustive paper list for Named Entity Recognition (NER)

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2020-01-12 About

Elasticsearch meets BERT: Building Search Engine with Elasticsearch and BERT

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2020-01-10 About

Joint Intent Classification and Slot Filling with Transformers (Jupyter Notebook Viewer)

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2020-01-09 About

[1908.10084] Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

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2019-08-28 About

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2019-02-09 About

iliaschalkidis/ELMo-keras: Re-implementation of ELMo on Keras

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2018-11-14 About

BiLSTM-CNN-CRF Implementation for Sequence Tagging

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2018-05-21 About

A Benchmark of Text Classification in PyTorch

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2018-02-28 About

Calculates Word Mover's Distance Insanely Fast

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2017-11-12 About

facebookresearch/fastText: Library for fast text representation and classification.

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2017-06-28 About

RAKE: A python implementation of the Rapid Automatic Keyword Extraction

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2017-06-26 About

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2017-06-09 About

Biterm Topic Model (github)

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2017-06-07 About

Carrot2: Text Clustering Algorithms and Applications

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2017-05-23 About

datquocnguyen/LFTM: Improving Topic Models with Latent Feature Word Representations (GitHub)

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2017-05-22 About