On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification
☆29Nov 30, 2022Updated 3 years ago
Alternatives and similar repositories for BERT-LRP
Users that are interested in BERT-LRP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LRP for LSTMs, GRUs, and BERT.☆17Jan 16, 2021Updated 5 years ago
- Implementing LRP (Layer-wise Relevance Propagation) for a sequence-to-sequence model with GRU layers.☆12Sep 8, 2023Updated 2 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 4 years ago
- Pytorch implementation of DiffMask☆58Jun 12, 2023Updated 3 years ago
- The Codebase for Causal Distillation for Language Models (NAACL '22)☆26May 1, 2022Updated 4 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.
- ☆11Mar 25, 2022Updated 4 years ago
- Explaining neural decisions contrastively to alternative decisions.☆24Mar 18, 2021Updated 5 years ago
- Source code for the paper "Controlling the Risk of Conversational Search via Reinforcement Learning" and "Simulating and Modeling the Ris…☆12Aug 11, 2023Updated 3 years ago
- Masking tokens to modify the predictions of a pretrained sentence classifier☆16Feb 4, 2020Updated 6 years ago
- ADAG: Transluce's MLP neuron-level circuit tracing library☆38Apr 10, 2026Updated 4 months ago
- The codebase for Inducing Causal Structure for Interpretable Neural Networks☆11Dec 3, 2021Updated 4 years ago
- Using Explainable Artificial Intelligence (XAI) for sentiment analysis (NLP)☆14Mar 28, 2022Updated 4 years ago
- [ICML 2022] This is the pytorch implementation of "Rethinking Attention-Model Explainability through Faithfulness Violation Test" (https:…☆20Jul 21, 2022Updated 4 years ago
- [SIGIR 2022] The official repo for the paper "Curriculum Learning for Dense Retrieval Distillation".☆23Apr 29, 2022Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A collection of product search embedding models☆19Jan 17, 2020Updated 6 years ago
- CIKM 2022: Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models☆10Aug 4, 2022Updated 4 years ago
- SIGIR'20: An Analysis of BERT in Document Ranking☆21Jul 27, 2020Updated 6 years ago
- Official Code Implementation of the paper : XAI for Transformers: Better Explanations through Conservative Propagation☆67Feb 14, 2022Updated 4 years ago
- Codes for the EMNLP 2020 paper -- "FIND: Human-in-the-loop Debugging Deep Text Classifiers"☆18Nov 16, 2020Updated 5 years ago
- CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior☆13Sep 21, 2022Updated 3 years ago
- ☆87Apr 16, 2024Updated 2 years ago
- ☆31Apr 26, 2020Updated 6 years ago
- Code and data for HEF, published in The Web Conference 2021.☆17Mar 31, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆11Jan 2, 2022Updated 4 years ago
- Official Repository for "Hypencoder: Hypernetworks for Information Retrieval"☆41Sep 20, 2025Updated 10 months ago
- Tools for exploring Transformer neuron behaviour, including input pruning and diversification.☆10Jun 6, 2023Updated 3 years ago
- bilevel_augment is a ServiceNow Research project that was started at Element AI.☆27Jun 23, 2022Updated 4 years ago
- ☆12Jul 6, 2023Updated 3 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆20May 19, 2022Updated 4 years ago
- An implementation of Color2Gray with convolutional neural networks☆11Dec 23, 2015Updated 10 years ago
- Official PyTorch Implementation of SSMix (Findings of ACL 2021)☆63Jun 16, 2021Updated 5 years ago
- Using Explanations as a Tool for Advanced LLMs☆70Sep 11, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆10Jun 9, 2017Updated 9 years ago
- Systems submitted to IWSLT 2021 by the MT-UPC group.☆14Feb 23, 2023Updated 3 years ago
- ☆19Jun 13, 2023Updated 3 years ago
- Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds (NAACL'22)☆17Feb 18, 2025Updated last year
- Resources for our ACL 2023 paper: Distilling Script Knowledge from Large Language Models for Constrained Language Planning☆36Aug 19, 2023Updated 2 years ago
- ☆26Nov 8, 2022Updated 3 years ago
- Attraction-Repulsion Spectrum in Neighbor Embeddings☆31Sep 24, 2022Updated 3 years ago