enjakokalj / TransSHAPLinks
☆49Updated 2 years ago
Alternatives and similar repositories for TransSHAP
Users that are interested in TransSHAP are comparing it to the libraries listed below
Sorting:
- Collection of NLP model explanations and accompanying analysis tools☆144Updated 2 years ago
- ☆52Updated 4 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆204Updated 3 years ago
- ☆40Updated 2 years ago
- Creating class-based TF-IDF matrices☆89Updated 2 years ago
- ☆24Updated 2 years ago
- Google's BigBird (Jax/Flax & PyTorch) @ 🤗Transformers☆49Updated 2 years ago
- Find text features that are most related to an outcome, controlling for confounds.☆60Updated last year
- A Diagnostic Study of Explainability Techniques for Text Classification☆68Updated 4 years ago
- Self-training with Weak Supervision (NAACL 2021)☆161Updated 2 years ago
- TimeLMs: Diachronic Language Models from Twitter☆110Updated last year
- ☆54Updated 3 years ago
- A python package for benchmarking interpretability techniques on Transformers.☆214Updated 10 months ago
- Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from hu…☆43Updated 4 years ago
- Code repository for the NAACL 2022 paper "ExSum: From Local Explanations to Model Understanding"☆64Updated 3 years ago
- [LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER, tokenization, lemmatization, POS tagging, dependency parsing) + Tweeban…☆105Updated last year
- Research framework for low resource text classification that allows the user to experiment with classification models and active learning…☆101Updated 3 years ago
- Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in …☆125Updated 5 years ago
- Code associated with the paper "Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists"☆49Updated 3 years ago
- [DEPRECATED] Adapt Transformer-based language models to new text domains☆87Updated last year
- ☆59Updated 4 years ago
- ☆18Updated 3 years ago
- diagNNose is a Python library that facilitates a broad set of tools for analysing hidden activations of neural models.☆82Updated last year
- To analyze and remove gender bias in coreference resolution systems☆79Updated 3 months ago
- code for the paper "Cluster & Tune: Boost Cold Start Performance in Text Classification" for ACL2022☆28Updated 3 years ago
- ☆87Updated 3 years ago
- Implementation, trained models and result data for the paper "Aspect-based Document Similarity for Research Papers" #COLING2020☆63Updated last year
- Implementation of SiameseXML (ICML 2021)☆40Updated 2 years ago
- Training Temporal Word Embeddings with a Compass☆64Updated 2 years ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆152Updated 6 months ago