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 8 months ago
- (Accepted By EMNLP2021 main long)TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification☆32Apr 21, 2022Updated 4 years ago
- Sequence-Level Mixed Sample Data Augmentation☆23Mar 7, 2021Updated 5 years ago
- ☆10Jun 16, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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
- Source code and data for the EDM 2022 paper☆12May 16, 2022Updated 4 years ago
- [AAAI 2021] "ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques", Yuanxin Liu, Zheng Lin, Fengcheng Yuan☆14Oct 18, 2022Updated 3 years ago
- [EMNLP'21] Few-Shot Table-to-Text Generation with Prototype Memory☆22Nov 8, 2021Updated 4 years ago
- ☆11Apr 19, 2021Updated 5 years ago
- Emotion-Aware Dialogue Response Generation by Multi-Task Learning☆13Jan 22, 2022Updated 4 years ago
- Tensorflow Implementation of RankNet and LambdaRank☆20Feb 28, 2021Updated 5 years ago
- This repository contains the code for the EMNLP'23 paper "AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classificati…☆16Jun 3, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Microsoft question-answering dataset☆10Jun 16, 2023Updated 3 years ago
- 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"☆35Nov 1, 2025Updated 7 months ago
- Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis☆17Mar 27, 2023Updated 3 years ago
- All-in-one repository for Fine-tuning & Pretraining (Large) Language Models☆15Mar 8, 2023Updated 3 years ago
- fastNLP reimplementation of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction"☆11Dec 11, 2020Updated 5 years ago
- Zero-shot entity linking with less data☆15Aug 1, 2022Updated 3 years ago
- Code for the paper Learning Domain-specific Representations for Multi-Domain Sentiment Classification☆30Nov 22, 2019Updated 6 years ago
- Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer (ACL 2022)☆10Sep 22, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Token-level adaptation of LoRA matrices for downstream task generalization.☆15Apr 14, 2024Updated 2 years ago
- ☆27Dec 8, 2025Updated 6 months ago
- Grounding Language Models for Compositional and Spatial Reasoning☆18Oct 26, 2022Updated 3 years ago
- ☆12Feb 26, 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
- Generate interleaved text and image content in a structured format you can directly pass to downstream APIs.☆29Oct 18, 2024Updated last year
- Methods for measuring and analyzing therapist language☆21Dec 13, 2022Updated 3 years ago
- Handy list of network visualisation libraries for R☆12Nov 11, 2019Updated 6 years ago
- A list of recent papers about Meta / few-shot learning methods applied in NLP areas.☆231Dec 29, 2020Updated 5 years ago
- AI Agents on 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.
- 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☆10May 15, 2026Updated last month
- A deep research framework☆31Apr 21, 2026Updated last month
- ☆10Jan 13, 2022Updated 4 years ago
- 赛题的解题思路描述和项目源代码☆16Jan 31, 2024Updated 2 years ago
- ☆19Nov 10, 2024Updated last year
- ☆12Jan 16, 2024Updated 2 years ago