alexandra-chron / siatl
PyTorch source code of NAACL 2019 paper "An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models"
☆96Updated last year
Related projects ⓘ
Alternatives and complementary repositories for siatl
- pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference☆61Updated last year
- A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and T…☆210Updated 3 years ago
- NLP research experiments, built on PyTorch within the AllenNLP framework.☆91Updated 8 months ago
- Implementation of "Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs"☆77Updated 3 years ago
- Hyperparameter Search for AllenNLP☆134Updated 4 years ago
- NAACL 2019 paper: Density Matching for Bilingual Word Embedding (Zhou et al., 2019)☆64Updated last year
- Variational Methods for Pretraining in Resource-limited Environments☆174Updated 4 years ago
- NAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation☆70Updated 8 months ago
- Text Simplification System and Dataset☆123Updated last year
- Cross-Lingual Alignment of Contextual Word Embeddings☆98Updated 4 years ago
- Large scale sentential paraphrases collection and annotation☆47Updated last year
- ☆112Updated 4 years ago
- DRESS simplification model (EMNLP 2017) described in http://aclweb.org/anthology/D/D17/D17-1062.pdf☆153Updated 3 years ago
- Specialising Word Vectors for Lexical Entailment☆28Updated 6 years ago
- Assessing syntactic abilities of BERT☆150Updated 5 years ago
- The Attract-Repel algorithm presented in (Mrkšić et al., TACL 2017), with accompanying resources.☆64Updated 7 years ago
- Unsupervised Multilingual Word Embeddings (EMNLP 2018)☆81Updated 2 years ago
- Large corpus of uncompressed and compressed sentences from news articles.☆123Updated 7 years ago
- Linguistically-Informed Self-Attention implemented in TensorFlow☆202Updated 5 years ago
- Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework☆52Updated 4 years ago
- Code for the paper "Do Massively Pretrained Language Models Make Better Storytellers?"☆73Updated 2 years ago
- Fork of huggingface/pytorch-pretrained-BERT for BERT on STILTs☆106Updated 2 years ago
- ☆39Updated 4 years ago
- A program to choose transfer languages for cross-lingual learning☆71Updated last year
- This repository contains the code for "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Representations".☆63Updated 4 years ago
- Code inspired by Unsupervised Machine Translation Using Monolingual Corpora Only☆50Updated 3 months ago
- Code for bidirectional sequence generation (BiSon) for generating from BERT pre-trained models.☆52Updated 4 years ago
- A Corpus for Multilingual Document Classification in Eight Languages.☆152Updated 2 years ago
- ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)☆148Updated 6 years ago
- Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation☆63Updated 6 years ago