Must-read papers on improving efficiency for pre-trained language models.
☆105Oct 21, 2022Updated 3 years ago
Alternatives and similar repositories for Awesome-Efficient-PLM
Users that are interested in Awesome-Efficient-PLM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An (incomplete) overview of information extraction☆43Apr 28, 2022Updated 3 years ago
- Code for CascadeBERT, Findings of EMNLP 2021☆12Mar 30, 2022Updated 3 years ago
- Source code for our AAAI'22 paper 《From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression》☆25Dec 15, 2021Updated 4 years ago
- A curated list of Early Exiting papers, benchmarks, and misc.☆119Oct 26, 2023Updated 2 years ago
- MATCH-TUNING☆15Aug 6, 2022Updated 3 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- Code for "SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER" @COLING-2022☆11Aug 20, 2022Updated 3 years ago
- Code for EMNLP 2021 main conference paper "Dynamic Knowledge Distillation for Pre-trained Language Models"☆41Aug 9, 2022Updated 3 years ago
- Group Meeting Record for Baobao Chang Group in Peking University☆26May 17, 2021Updated 4 years ago
- EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation☆41Oct 19, 2022Updated 3 years ago
- ☆32Oct 17, 2022Updated 3 years ago
- Visual and Embodied Concepts evaluation benchmark☆21Oct 10, 2023Updated 2 years ago
- Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》☆62Nov 6, 2021Updated 4 years ago
- Vision Large Language Models trained on M3IT instruction tuning dataset☆17Aug 16, 2023Updated 2 years ago
- Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"☆54Sep 19, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Implementation of the research paper Consistent Representation Learning for Continual Relation Extraction (Findings of ACL 2022)☆26May 16, 2022Updated 3 years ago
- Code for TKDE paper: Patient Health Representation Learning via Correlational Sparse Prior of Medical Features.☆11Jan 5, 2023Updated 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…☆21Jan 9, 2024Updated 2 years ago
- ☆18Jul 10, 2024Updated last year
- my commonly-used tools☆64Jan 7, 2025Updated last year
- ☆20Dec 16, 2020Updated 5 years ago
- Source code for paper "ATP: AMRize Than Parse! Enhancing AMR Parsing with PseudoAMRs" @NAACL-2022☆15Mar 31, 2023Updated 2 years ago
- Paper collections of retrieval-based (augmented) language model.☆232May 24, 2024Updated last year
- a large scientific paraphrase dataset for longer paraphrase generation☆39Oct 17, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [NAACL 2025] Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs☆25Sep 26, 2024Updated last year
- Codes for paper "LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification"☆16Oct 30, 2019Updated 6 years ago
- [ACL 2023] Delving into the Openness of CLIP☆24Jan 11, 2023Updated 3 years ago
- Paradigm shift in natural language processing☆42May 29, 2022Updated 3 years ago
- Code for the paper "Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models" (NAACL-…☆44Jul 26, 2021Updated 4 years ago
- ☆10Jul 30, 2021Updated 4 years ago
- Data and code for paper "Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations"☆17Jun 30, 2019Updated 6 years ago
- ☆16Apr 11, 2022Updated 3 years ago
- Dataset and baseline for Coling 2022 long paper (oral): "ConFiguRe: Exploring Discourse-level Chinese Figures of Speech"☆13Jul 27, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆41Nov 30, 2023Updated 2 years ago
- [ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408☆198May 9, 2023Updated 2 years ago
- Code for NAACL2022 Long Paper "An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling"☆28Nov 9, 2022Updated 3 years ago
- Rationale-enhanced language models are better continual relation learners (EMNLP 2023 Main Conference)☆12Oct 11, 2023Updated 2 years ago
- Codes for our paper "Enhancing Continual Relation Extraction via Classifier Decomposition" (Findings of ACL2023)☆10Nov 29, 2023Updated 2 years ago
- Source code for paper "A Two-Stage Method for Chinese AMR Parsing" @ CAMRP-2022 & CCL-2022☆24Aug 29, 2024Updated last year
- Paper List for In-context Learning 🌷☆873Oct 8, 2024Updated last year