BramVanroy / bert-for-inference
A small repo showing how to easily use BERT (or other transformers) for inference
☆99Updated 5 years ago
Alternatives and similar repositories for bert-for-inference:
Users that are interested in bert-for-inference are comparing it to the libraries listed below
- On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines☆136Updated last year
- Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in …☆123Updated 4 years ago
- architectures and pre-trained models for long document classification.☆154Updated 4 years ago
- pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch …☆81Updated 2 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆202Updated 2 years ago
- Applying BERT to named entity recognition in English and Russian.☆162Updated 2 years ago
- BERT fine-tuning for POS tagging task (Keras)☆77Updated 5 years ago
- A repository for our AAAI-2020 Cross-lingual-NER paper. Code will be updated shortly.☆47Updated 2 years ago
- shabeelkandi / Handling-Out-of-Vocabulary-Words-in-Natural-Language-Processing-using-Language-Modelling☆69Updated 5 years ago
- QED: A Framework and Dataset for Explanations in Question Answering☆116Updated 3 years ago
- XAI Tutorial for the Explainable AI track in the ALPS winter school 2021☆58Updated 4 years ago
- ☆87Updated 3 years ago
- LongSumm - Scientific Document Summarization Task☆74Updated 2 years ago
- A library to conduct ranking experiments with transformers.☆161Updated last year
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆199Updated 4 years ago
- Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation☆99Updated 4 months ago
- https://arxiv.org/pdf/1909.04054☆78Updated 2 years ago
- ☆345Updated 3 years ago
- ☆58Updated 2 years ago
- Anserini notebooks☆69Updated 2 years ago
- State of the art Semantic Sentence Embeddings☆99Updated 2 years ago
- Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632☆265Updated 3 years ago
- A list of publications on NLP interpretability (Welcome PR)☆168Updated 4 years ago
- A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)☆132Updated last year
- Master thesis with code investigating methods for incorporating long-context reasoning in low-resource languages, without the need to pre…☆33Updated 3 years ago
- This repository contains the code for "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Representations".☆63Updated 4 years ago
- Framework to learn Named Entity Recognition models without labelled data using weak supervision.☆124Updated 3 years ago
- This repository contains the corpora and supplementary data, along with instructions for recreating the experiments, for our paper: "End-…☆91Updated 5 years ago
- Creating class-based TF-IDF matrices☆83Updated 2 years ago
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆362Updated 3 years ago