A curated list of few-shot learning in NLP. :-)
☆65Oct 30, 2021Updated 4 years ago
Alternatives and similar repositories for awesome-few-shot-learning-in-nlp
Users that are interested in awesome-few-shot-learning-in-nlp are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The repo for ACL2021 findings paper - Don't Miss the Labels: Label-semantic Argumented Meta-Learner for Few-Shot Text Classification☆15Mar 24, 2022Updated 4 years ago
- [ACM Computing Survey 2025] Recent Advances of Foundation Language Models-based Continual Learning: A Survey☆26Oct 6, 2025Updated 6 months ago
- (Accepted By EMNLP2021 main long)TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification☆32Apr 21, 2022Updated 3 years ago
- Unofficial Pytorch implementation of MiniLM and MiniLMv2☆23Jan 30, 2022Updated 4 years ago
- Review of papers I read☆14Dec 11, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A publishing website of a table collecting meta-learning-related papers in the area of human language processing.☆17Aug 2, 2021Updated 4 years ago
- Qwen2 VL Fine Tuning using Llama Factory☆19Sep 7, 2024Updated last year
- ☆11Jan 26, 2022Updated 4 years ago
- [EMNLP'21] Few-Shot Table-to-Text Generation with Prototype Memory☆22Nov 8, 2021Updated 4 years ago
- ☆11Apr 19, 2021Updated 4 years ago
- This repo contains the original implementation of VAuLT, the Vision-and-Augmented-Language Transformer. We provide instructions to downlo…☆18Sep 23, 2025Updated 6 months ago
- Emotion-Aware Dialogue Response Generation by Multi-Task Learning☆13Jan 22, 2022Updated 4 years ago
- Minimalist Speech-to-Text toolkit for educational purposes☆13Feb 1, 2024Updated 2 years ago
- Microsoft question-answering dataset☆10Jun 16, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Advances of few-shot learning, especially for NLP applications.☆32Jan 8, 2023Updated 3 years ago
- Github repository for "Internalizing World Models via Self-Play Finetuning for Agentic RL"☆34Nov 1, 2025Updated 5 months ago
- All-in-one repository for Fine-tuning & Pretraining (Large) Language Models☆15Mar 8, 2023Updated 3 years ago
- Discover, analyze and present data from the web and mobile in meaninful ways☆83Jul 16, 2013Updated 12 years ago
- fastNLP reimplementation of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction"☆11Dec 11, 2020Updated 5 years ago
- Code for the paper Learning Domain-specific Representations for Multi-Domain Sentiment Classification☆30Nov 22, 2019Updated 6 years ago
- Token-level adaptation of LoRA matrices for downstream task generalization.☆15Apr 14, 2024Updated 2 years ago
- ☆26Dec 8, 2025Updated 4 months ago
- ☆12Feb 26, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆11Jan 10, 2020Updated 6 years ago
- Papers about Opinion Triplet Extraction, inlcluding two subtasks: Aspect Sentiment Triplet Extraction (ASTE) and Aspect Sentiment Opinion…☆19Nov 17, 2021Updated 4 years ago
- [NAACL 2022] "Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training", Yuanxin Liu, Fandong Meng, Zheng Lin, Pe…☆15Oct 18, 2022Updated 3 years ago
- Methods for measuring and analyzing therapist language☆21Dec 13, 2022Updated 3 years ago
- Synthetic Data Generation with Execution-Based Verification and Grounding for LLM Training.☆20Feb 7, 2025Updated last year
- Handy list of network visualisation libraries for R☆12Nov 11, 2019Updated 6 years ago
- fat-tree topology and routing algorithms using mininet and pox☆12Jan 30, 2019Updated 7 years ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆60Jul 11, 2021Updated 4 years ago
- FIWARE 401: IDM - Managing Users and Organizations☆10Jan 27, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A deep research framework☆27Feb 3, 2026Updated 2 months ago
- ☆10Jan 13, 2022Updated 4 years ago
- ☆20Mar 20, 2025Updated last year
- 🧮 MathDial: A Dialog Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems, EMNLP Findings 2023☆80Sep 17, 2025Updated 6 months ago
- ☆11Jan 16, 2024Updated 2 years ago
- [ICLR 2025] No Preference Left Behind: Group Distributional Preference Optimization☆15Apr 21, 2025Updated 11 months ago
- ☆24Mar 3, 2021Updated 5 years ago