fastnlp / ElasticBERTLinks
A pre-trained model with multi-exit transformer architecture.
☆54Updated 2 years ago
Alternatives and similar repositories for ElasticBERT
Users that are interested in ElasticBERT are comparing it to the libraries listed below
Sorting:
- Source code for paper: Knowledge Inheritance for Pre-trained Language Models☆38Updated 3 years ago
- This repository is the official implementation of our EMNLP 2022 paper ELMER: A Non-Autoregressive Pre-trained Language Model for Efficie…☆26Updated 2 years ago
- Paradigm shift in natural language processing☆42Updated 3 years ago
- ☆66Updated 3 years ago
- The code of paper "Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation" published at NeurIPS 202…☆46Updated 2 years ago
- Code for the paper "A Theoretical Analysis of the Repetition Problem in Text Generation" in AAAI 2021.☆54Updated 2 years ago
- ☆53Updated 3 years ago
- Code for the paper "BERT Loses Patience: Fast and Robust Inference with Early Exit".☆65Updated 4 years ago
- Open source code and data for AAAI 2022 Oral Paper "Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding"☆35Updated last year
- Must-read papers on improving efficiency for pre-trained language models.☆104Updated 2 years ago
- Code for ACL 2023 paper titled "Lifting the Curse of Capacity Gap in Distilling Language Models"☆28Updated 2 years ago
- SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples☆76Updated 2 years ago
- PyTorch code for EMNLP 2021 paper: Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialog…☆27Updated 3 years ago
- domain adaptation in NLP☆53Updated 3 years ago
- ☆117Updated 3 years ago
- Code of the COLING22 paper "uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers"☆19Updated 2 years ago
- EMNLP 2021: Single-dataset Experts for Multi-dataset Question-Answering☆70Updated 3 years ago
- Codes for the paper "Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding" (ACL-IJCNLP 2021)☆41Updated 4 years ago
- ACL 2021: HiTransformer☆13Updated 4 years ago
- ☆45Updated 3 years ago
- [NAACL'22] TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning☆93Updated 3 years ago
- This project maintains a reading list for general text generation tasks☆65Updated 3 years ago
- Code for paper 'Data-Efficient FineTuning'☆29Updated 2 years ago
- Pytorch implementation of paper "Efficient Nearest Neighbor Language Models" (EMNLP 2021)☆73Updated 3 years ago
- ☆99Updated 3 years ago
- Code for ACL 2021 paper: Accelerating BERT Inference for Sequence Labeling via Early-Exit☆28Updated 2 years ago
- Code for "Mixed Cross Entropy Loss for Neural Machine Translation"☆20Updated 3 years ago
- A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semanti…☆21Updated 3 years ago
- A library for building hierarchical text representation and corresponding downstream applications.☆79Updated 11 months ago
- reStructured Pre-training☆98Updated 2 years ago