GeneZC / MiniMoE
Code for ACL 2023 paper titled "Lifting the Curse of Capacity Gap in Distilling Language Models"
☆28Updated last year
Alternatives and similar repositories for MiniMoE:
Users that are interested in MiniMoE are comparing it to the libraries listed below
- [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
- MATCH-TUNING☆15Updated 2 years ago
- Code of the COLING22 paper "uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers"☆19Updated 2 years ago
- [NAACL 2022] "Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training", Yuanxin Liu, Fandong Meng, Zheng Lin, Pe…☆15Updated 2 years ago
- Source code for our AAAI'22 paper 《From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression》☆24Updated 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
- Code for EMNLP 2021 main conference paper "Dynamic Knowledge Distillation for Pre-trained Language Models"☆40Updated 2 years ago
- [Findings of EMNLP22] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models☆19Updated 2 years ago
- Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"☆45Updated 2 years ago
- ☆44Updated 3 years ago
- Provides a minimal implementation to extract FLAN datasets for further processing☆11Updated 2 years ago
- Code for the paper "A Theoretical Analysis of the Repetition Problem in Text Generation" in AAAI 2021.☆53Updated 2 years ago
- Dataset for Unified Editing, EMNLP 2023. This is a model editing dataset where edits are natural language phrases.☆23Updated 8 months ago
- Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》☆60Updated 3 years ago
- ACL'23: Unified Demonstration Retriever for In-Context Learning☆37Updated last year
- [ACL 2022] Ditch the Gold Standard: Re-evaluating Conversational Question Answering☆45Updated 2 years ago
- Code for our AAAI2021 paper: Token-Aware Virtual Adversarial Training For Language Understanding.☆25Updated 4 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
- [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 2 years ago
- Code for NAACL2022 Long Paper "An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling"☆28Updated 2 years ago
- Source code for paper: Knowledge Inheritance for Pre-trained Language Models☆38Updated 3 years ago
- ☆20Updated 4 years ago
- 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
- Code for the ACL 2022 paper "Contextual Representation Learning beyond Masked Language Modeling"☆34Updated 2 years ago
- Code for EMNLP 2021 paper: Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting☆17Updated 3 years ago
- Source code for NAACL 2021 paper "TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference"☆47Updated 2 years ago
- Momentum Decoding: Open-ended Text Generation as Graph Exploration☆19Updated 2 years ago
- ☆33Updated 3 years ago
- Codes for the paper: "Continual Learning for Text Classification with Information Disentanglement Based Regularization"☆44Updated 2 years ago