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:
- Code and data for the paper "Measuring Conversational Uptake: A Case-Study on Student-Teacher Interactions"☆25Apr 24, 2025Updated last year
- 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
- （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
- [ACM Computing Survey 2025] Recent Advances of Foundation Language Models-based Continual Learning: A Survey☆27Oct 6, 2025Updated 9 months 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.
- Review of papers I read☆14Dec 11, 2020Updated 5 years ago
- 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
- ☆11Apr 19, 2021Updated 5 years ago
- [EMNLP'21] Few-Shot Table-to-Text Generation with Prototype Memory☆22Nov 8, 2021Updated 4 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Image Recognition System for a Smart Fridge. Written at T-Mobile's 2017 IOT Hackathon.☆14Apr 25, 2018Updated 8 years ago
- All-in-one repository for Fine-tuning & Pretraining (Large) Language Models☆15Mar 8, 2023Updated 3 years ago
- Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer (ACL 2022)☆10Sep 22, 2022Updated 3 years ago
- Zero-shot entity linking with less data☆15Aug 1, 2022Updated 3 years ago
- Token-level adaptation of LoRA matrices for downstream task generalization.☆15Apr 14, 2024Updated 2 years ago
- fastNLP reimplementation of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction"☆11Dec 11, 2020Updated 5 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
- ☆60Oct 19, 2020Updated 5 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.
- FIWARE 401: IDM - Managing Users and Organizations☆10May 15, 2026Updated 2 months ago
- Deep learning-based audio spoofing attack detection experiments for speaker verification.☆14Apr 20, 2023Updated 3 years ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆60Jul 11, 2021Updated 5 years ago
- The implementation for "DEER: Descriptive Knowledge Graph for Explaining Entity Relationships" (EMNLP '22)☆11Oct 31, 2022Updated 3 years ago
- ECNU 校园网定时自动登录☆14Jul 24, 2024Updated 2 years ago
- A list of recent papers about Meta / few-shot learning methods applied in NLP areas.☆231Dec 29, 2020Updated 5 years ago
- ☆12Jan 16, 2024Updated 2 years ago
- ☆19Nov 10, 2024Updated last year
- 赛题的解题思路描述和项目源代码☆16Jan 31, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆24Jan 20, 2023Updated 3 years ago
- ☆16Aug 23, 2025Updated 11 months ago
- ☆11Mar 10, 2023Updated 3 years ago
- Spatial Seemingly Unrelated Regressions☆11Apr 22, 2022Updated 4 years ago
- ☆10Jan 13, 2022Updated 4 years ago
- Independent implementation of DBCA method from http://arxiv.org/abs/1912.09713☆11Nov 25, 2020Updated 5 years ago
- Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".☆21Oct 16, 2017Updated 8 years ago