GeneZC / MiniMoE
Code for ACL 2023 paper titled "Lifting the Curse of Capacity Gap in Distilling Language Models"
☆28Updated last year
Related projects: ⓘ
- [NeurIPS 2022] "A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models", Yuanxin Liu, Fandong Meng, Zheng Lin, Jiangnan Li…☆21Updated 8 months ago
- Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"☆41Updated 2 years ago
- Code of the COLING22 paper "uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers"☆18Updated 2 years ago
- Code for M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models☆22Updated last month
- [NAACL 2022] "Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training", Yuanxin Liu, Fandong Meng, Zheng Lin, Pe…☆15Updated last year
- [Findings of EMNLP22] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models☆19Updated last year
- MATCH-TUNING☆15Updated 2 years ago
- Source code for our AAAI'22 paper 《From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression》☆23Updated 2 years ago
- This repo contains the code for Late Prompt Tuning.☆11Updated last year
- [NeurIPS 2023] Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective☆29Updated 11 months ago
- Code for EMNLP 2021 main conference paper "Dynamic Knowledge Distillation for Pre-trained Language Models"☆40Updated 2 years ago
- ☆15Updated 2 years ago
- Source code for NAACL 2021 paper "TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference"☆44Updated 2 years ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆31Updated 5 months ago
- ☆32Updated 2 years ago
- [EMNLP 2022] Code and data for "Controllable Dialogue Simulation with In-Context Learning"☆33Updated last year
- A Structured Span Selector (NAACL 2022). A structured span selector with a WCFG for span selection tasks (coreference resolution, semanti…☆21Updated 2 years ago
- EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation☆38Updated last year
- Momentum Decoding: Open-ended Text Generation as Graph Exploration☆19Updated last year
- This repository is the official implementation of our EMNLP 2022 paper ELMER: A Non-Autoregressive Pre-trained Language Model for Efficie…☆25Updated last year
- EMNLP 2022: ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization☆33Updated 8 months ago
- Source Data of ACL2021 paper "Syntax-Enhanced Pre-trained Model"☆10Updated 3 years ago
- ☆42Updated 2 years ago
- Methods and evaluation for aligning language models temporally☆24Updated 6 months ago
- ☆13Updated 10 months ago
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆36Updated last year
- [NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding☆63Updated 2 years ago
- ACL 2023 Dual-Alignment Pre-training for Cross-lingual Sentence Embedding☆19Updated 3 weeks ago
- [EMNLP 2022] Differentiable Data Augmentation for Contrastive Sentence Representation Learning. https://arxiv.org/abs/2210.16536☆34Updated last year
- PyTorch code for EMNLP 2021 paper: Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialog…☆27Updated 2 years ago