LorrinWWW / SkipBERTLinks
Code associated with the paper **SkipBERT: Efficient Inference with Shallow Layer Skipping**, at ACL 2022
☆16Updated 3 years ago
Alternatives and similar repositories for SkipBERT
Users that are interested in SkipBERT are comparing it to the libraries listed below
Sorting:
- Source code for NAACL 2021 paper "TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference"☆47Updated 3 years ago
- Source code for our AAAI'22 paper 《From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression》☆25Updated 3 years ago
- Must-read papers on improving efficiency for pre-trained language models.☆105Updated 2 years ago
- Code for ACL 2023 paper titled "Lifting the Curse of Capacity Gap in Distilling Language Models"☆29Updated 2 years ago
- MATCH-TUNING☆15Updated 3 years ago
- ACL 2021: HiTransformer☆13Updated 4 years ago
- DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference☆159Updated 3 years ago
- Code for the paper "BERT Loses Patience: Fast and Robust Inference with Early Exit".☆65Updated 4 years ago
- Zero-shot Learning by Generating Task-specific Adapters☆14Updated 4 years ago
- Code of the COLING22 paper "uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers"☆19Updated 3 years ago
- [ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408☆197Updated 2 years ago
- Group Meeting Record for Baobao Chang Group in Peking University☆26Updated 4 years ago
- Code for the paper "A Theoretical Analysis of the Repetition Problem in Text Generation" in AAAI 2021.☆54Updated 2 years ago
- Code for CascadeBERT, Findings of EMNLP 2021☆12Updated 3 years ago
- Princeton NLP's pre-training library based on fairseq with DeepSpeed kernel integration 🚃☆114Updated 2 years ago
- ☆45Updated 3 years ago
- Code for our AAAI2021 paper: Token-Aware Virtual Adversarial Training For Language Understanding.☆25Updated 4 years ago
- [NAACL'22-Findings] Dataset for "Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training"☆18Updated 2 years ago
- Paradigm shift in natural language processing☆42Updated 3 years ago
- [NeurIPS 2022] "A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models", Yuanxin Liu, Fandong Meng, Zheng Lin, Jiangnan Li…☆21Updated last year
- Code for ACL 2021 paper: Accelerating BERT Inference for Sequence Labeling via Early-Exit☆28Updated 3 years ago
- [NAACL'22] TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning☆93Updated 3 years ago
- EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation☆41Updated 2 years ago
- ☆67Updated last year
- The source code for the Cutoff data augmentation approach proposed in this paper: "A Simple but Tough-to-Beat Data Augmentation Approach …☆63Updated 4 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
- The official repo for the paper "Teacher Forcing Recovers Reward Functions for Text Generation"☆31Updated 2 years ago
- ☆28Updated 3 years ago
- Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》☆61Updated 3 years ago
- ☆32Updated 3 years ago