DomHudson / bert-in-productionLinks
A collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.
☆96Updated 4 years ago
Alternatives and similar repositories for bert-in-production
Users that are interested in bert-in-production are comparing it to the libraries listed below
Sorting:
- Fork of huggingface/pytorch-pretrained-BERT for BERT on STILTs☆106Updated 3 years ago
- Self-supervised NER prototype - updated version (69 entity types - 17 broad entity groups). Uses pretrained BERT models with no fine tuni…☆78Updated 3 years ago
- A library to conduct ranking experiments with transformers.☆160Updated 2 years ago
- Minimal Interactive Attention Visualization☆140Updated 5 years ago
- Evidence-based QA system for community question answering.☆113Updated 4 years ago
- Formate converter from one type of qa task datasets to another type☆39Updated 7 years ago
- Stacked Denoising BERT for Noisy Text Classification (Neural Networks 2020)☆32Updated 3 years ago
- This repository contains the code for "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Representations".☆64Updated 5 years ago
- reference pytorch code for intent classification☆44Updated last year
- Visualize BERT's self-attention layers on text classification tasks☆47Updated 6 years ago
- reference pytorch code for named entity tagging☆87Updated last year
- On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines☆137Updated 2 years ago
- ⛔ [NOT MAINTAINED] A web-based annotator for closed-domain question answering datasets with SQuAD format.☆88Updated 3 years ago
- We summarize the summarization papers presented at major conferences (starting with ACL 2019)☆84Updated 6 years ago
- Source code for our AAAI 2020 paper P-SIF: Document Embeddings using Partition Averaging☆35Updated 5 years ago
- Evaluation script for named entity recognition (NER) systems based on entity-level F1 score.☆69Updated 4 years ago
- Framework to learn Named Entity Recognition models without labelled data using weak supervision.☆124Updated 4 years ago
- Code for ACL '19 paper: Towards Improving Neural Named Entity Recognition with Gazetteers☆32Updated 4 years ago
- Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding (AAAI 2020) - PyTorch Implementation☆34Updated 2 years ago
- DeepThought's solution☆80Updated 2 years ago
- CharBERT: Character-aware Pre-trained Language Model (COLING2020)☆121Updated 4 years ago
- Code for the paper "Efficient Adaption of Pretrained Transformers for Abstractive Summarization"☆71Updated 6 years ago
- Interpretable Evaluation for (Almost) All NLP Tasks☆195Updated 3 months ago
- NLP research experiments, built on PyTorch within the AllenNLP framework.☆91Updated last year
- An extractive neural network text summarization library for the EMNLP 2018 paper "Content Selection in Deep Learning Models of Summarizat…☆107Updated 6 years ago
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆141Updated 4 years ago
- X-BERT: eXtreme Multi-label Text Classification with BERT☆52Updated 6 years ago
- Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation☆99Updated last year
- ACL 2019: Zero-shot Word Sense Disambiguation using Sense Definition Embedding☆75Updated last year
- a Fairseq fork for sequence tagging/labeling tasks☆31Updated 5 years ago