princeton-nlp / LM-BFFView external linksLinks
[ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723
☆731Aug 29, 2022Updated 3 years ago
Alternatives and similar repositories for LM-BFF
Users that are interested in LM-BFF are comparing it to the libraries listed below
Sorting:
- [NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240☆168Oct 7, 2022Updated 3 years ago
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"☆1,628Jun 12, 2023Updated 2 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,643Oct 16, 2024Updated last year
- [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training☆152Jun 10, 2022Updated 3 years ago
- Must-read papers on prompt-based tuning for pre-trained language models.☆4,297Jul 17, 2023Updated 2 years ago
- A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.☆938Oct 6, 2022Updated 3 years ago
- AutoPrompt: Automatic Prompt Construction for Masked Language Models.☆641Aug 24, 2024Updated last year
- Prefix-Tuning: Optimizing Continuous Prompts for Generation☆958Apr 26, 2024Updated last year
- Few-shot NLP benchmark for unified, rigorous eval☆93Jul 12, 2022Updated 3 years ago
- An original implementation of "Noisy Channel Language Model Prompting for Few-Shot Text Classification"☆131Apr 23, 2022Updated 3 years ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆606Jun 15, 2022Updated 3 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆535May 19, 2021Updated 4 years ago
- Few-shot Learning of GPT-3☆357Sep 18, 2023Updated 2 years ago
- An Open-Source Framework for Prompt-Learning.☆4,822Jul 16, 2024Updated last year
- Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer☆541Dec 10, 2021Updated 4 years ago
- LAnguage Model Analysis☆1,392Jul 7, 2024Updated last year
- [ICLR 2022] Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners☆130Dec 7, 2022Updated 3 years ago
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,858Apr 6, 2023Updated 2 years ago
- The score code of FastBERT (ACL2020)☆609Oct 29, 2021Updated 4 years ago
- [NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding☆70Sep 18, 2022Updated 3 years ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆378Apr 21, 2023Updated 2 years ago
- An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/p…☆433Aug 17, 2022Updated 3 years ago
- ACL2020 Tutorial: Open-Domain Question Answering☆835Jan 1, 2021Updated 5 years ago
- [NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812☆810Jul 7, 2022Updated 3 years ago
- Multi-Task Deep Neural Networks for Natural Language Understanding☆2,257Mar 7, 2024Updated last year
- This repository contains the code for "Generating Datasets with Pretrained Language Models".☆189Aug 17, 2021Updated 4 years ago
- ☆290Dec 2, 2022Updated 3 years ago
- [NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining☆118Jul 25, 2023Updated 2 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,371Mar 23, 2024Updated last year
- ICML'2022: Black-Box Tuning for Language-Model-as-a-Service & EMNLP'2022: BBTv2: Towards a Gradient-Free Future with Large Language Model…☆271Nov 8, 2022Updated 3 years ago
- FewCLUE 小样本学习测评基准，中文版☆518Sep 21, 2022Updated 3 years ago
- kpt code☆209Apr 16, 2023Updated 2 years ago
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,802Oct 12, 2025Updated 4 months ago
- ☆399Oct 12, 2021Updated 4 years ago
- P-tuning方法在中文上的简单实验☆140Apr 8, 2021Updated 4 years ago
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,048Jan 9, 2024Updated 2 years ago
- Expanding natural instructions☆1,032Dec 11, 2023Updated 2 years ago
- LUKE -- Language Understanding with Knowledge-based Embeddings☆726Nov 19, 2023Updated 2 years ago
- The implementation of DeBERTa☆2,192Sep 29, 2023Updated 2 years ago