Interpreting Bidirectional Encoder Representations from Transformers (BERT)
☆113Oct 31, 2022Updated 3 years ago
Alternatives and similar repositories for interpret_bert
Users that are interested in interpret_bert are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This code accompanies the paper "Information-Theoretic Probing for Linguistic Structure" published in ACL 2020.☆21Apr 27, 2020Updated 6 years ago
- Assessing syntactic abilities of BERT☆150May 23, 2019Updated 7 years ago
- This is a repository with the code for the EMNLP 2020 paper "Information-Theoretic Probing with Minimum Description Length"☆75Aug 20, 2024Updated last year
- A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and T…☆212Oct 20, 2021Updated 4 years ago
- Codebase for testing whether hidden states of neural networks encode discrete structures.☆403Mar 15, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for ACL 2020 paper "Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT"☆107Jun 12, 2023Updated 3 years ago
- ☆43Jul 17, 2018Updated 8 years ago
- [Under Progress] Code & Data for the AAAI 2020 Paper "Likelihood Ratios and Generative Classifiers For Unsupervised OOD Detection In Task…☆10Jul 25, 2024Updated 2 years ago
- Conversations with Search Engines☆14Jun 12, 2023Updated 3 years ago
- IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization☆12Nov 23, 2021Updated 4 years ago
- ☆474Apr 4, 2021Updated 5 years ago
- Non-stationary Off-policy Evaluation☆13Nov 8, 2018Updated 7 years ago
- Constituency parser for English and Chinese, built on the RNNG and In-Order parsers with BERT☆38Apr 1, 2020Updated 6 years ago
- My ICLR 2023 paper "Training language models to summarize narratives improves brain alignment"☆16Jun 16, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code and data for paper Colorless Green Recurrent Networks Dream Hierarchically☆99Oct 12, 2021Updated 4 years ago
- ☆13Mar 1, 2022Updated 4 years ago
- Intrinsic evaluation of word vectors☆76Jan 23, 2018Updated 8 years ago
- The PyTorch implementation the Smooth Grad [https://arxiv.org/pdf/1706.03825.pdf] and Integrated Gradients [https://arxiv.org/pdf/1703.01…☆46Oct 30, 2020Updated 5 years ago
- Here is the code for the paper ``Aspect-Level Sentiment Analysis via Convolution over Dependency Tree'' accepted by EMNLP2019.☆21Nov 18, 2021Updated 4 years ago
- Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms☆14Jul 15, 2022Updated 4 years ago
- Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification☆13Apr 8, 2021Updated 5 years ago
- This code accompanies the paper "Bayesian Framework for Information-Theoretic Probing" published in EMNLP 2021.☆10Aug 23, 2021Updated 4 years ago
- Code for the paper "Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering" (AAAI 2021)☆30Feb 19, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Homework for Deep Unsupervised Learning (CS294-158) course☆26Jan 3, 2020Updated 6 years ago
- Keras library for building (Universal) Transformers, facilitating BERT and GPT models☆11Jan 29, 2019Updated 7 years ago
- Neural Adobe-UCSD Parser, the current State of the Art in Constituency and Dependency Parsing.☆145Apr 7, 2024Updated 2 years ago
- Code for reproducing meta-learning for cross-lingual transfer learning in NLU and QA☆13Aug 17, 2021Updated 4 years ago
- Multi-Task Deep Neural Networks for Natural Language Understanding☆2,259Mar 7, 2024Updated 2 years ago
- ☆20Mar 22, 2024Updated 2 years ago
- Companion site for "Analysis Methods in Neural Language Processing: A Survey"☆66Feb 28, 2020Updated 6 years ago
- Moro files for the ACL 2015 Tutorial on Matrix and Tensor Factorization Methods for Natural Language Processing☆20Jul 29, 2015Updated 10 years ago
- The data and code for NumerSense (EMNLP2020)☆19May 8, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Parsing only with Pretraining Networks☆16Jul 25, 2024Updated 2 years ago
- The Tweets2013 Internet Archive collection☆10Aug 7, 2020Updated 5 years ago
- A framework for evaluating Machine Translation models.☆13Apr 21, 2026Updated 3 months ago
- ☆18Dec 20, 2018Updated 7 years ago
- Official code for the ICLR 2020 paper 'ARE PPE-TRAINED LANGUAGE MODELS AWARE OF PHRASES? SIMPLE BUT STRONG BASELINES FOR GRAMMAR INDCUTIO…☆30Jun 12, 2023Updated 3 years ago
- The source code of Paper "PathQG: Neural Question Generation from Facts".☆23Jan 4, 2021Updated 5 years ago
- Code for ACL '19 paper: Towards Improving Neural Named Entity Recognition with Gazetteers☆32Jul 2, 2021Updated 5 years ago