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
- Sequence-Level Mixed Sample Data Augmentation☆22Mar 7, 2021Updated 5 years ago
- Review of papers I read☆14Dec 11, 2020Updated 5 years ago
- Qwen2 VL Fine Tuning using Llama Factory☆19Sep 7, 2024Updated 2 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.
- Repository for SoMeLVLM: A Large Vision Language Model for Social Media Processing☆14Oct 9, 2025Updated 10 months ago
- [AAAI 2021] "ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques", Yuanxin Liu, Zheng Lin, Fengcheng Yuan☆14Oct 18, 2022Updated 3 years ago
- ☆11Jan 26, 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
- This repo contains the original implementation of VAuLT, the Vision-and-Augmented-Language Transformer. We provide instructions to downlo…☆18Sep 23, 2025Updated 11 months ago
- Emotion-Aware Dialogue Response Generation by Multi-Task Learning☆13Jan 22, 2022Updated 4 years ago
- PyTorch implementations of self-supervised learning algorithms.☆14Jan 14, 2025Updated last year
- Tensorflow Implementation of RankNet and LambdaRank☆20Feb 28, 2021Updated 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.
- Advances of few-shot learning, especially for NLP applications.☆31Jan 8, 2023Updated 3 years ago
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆109Jul 25, 2024Updated 2 years ago
- Microsoft question-answering dataset☆10Jun 16, 2023Updated 3 years ago
- SIGIR 2022: Privacy-Preserving Synthetic Data Generation for Recommendation Systems☆10Nov 17, 2022Updated 3 years ago
- Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis☆17Mar 27, 2023Updated 3 years ago
- Code for the paper Learning Domain-specific Representations for Multi-Domain Sentiment Classification☆30Nov 22, 2019Updated 6 years ago
- Zero-shot entity linking with less data☆15Aug 1, 2022Updated 4 years ago
- fat-tree topology and routing algorithms using mininet and pox☆14Jan 30, 2019Updated 7 years ago
- Token-level adaptation of LoRA matrices for downstream task generalization.☆15Apr 14, 2024Updated 2 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.
- fastNLP reimplementation of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction"☆11Dec 11, 2020Updated 5 years ago
- SeesawFaceNets: sparse and robust face verification model for mobile platform☆14Dec 22, 2019Updated 6 years ago
- SDN Load Balancer using POX controller, which can be configured to use Round Robin or random scheduling methods.☆13Dec 9, 2018Updated 7 years ago
- 实践德国交通标志识别☆10Aug 28, 2018Updated 8 years ago
- ☆11Jan 10, 2020Updated 6 years ago
- Grounding Language Models for Compositional and Spatial Reasoning☆18Oct 26, 2022Updated 3 years ago
- ☆12Feb 26, 2020Updated 6 years ago
- PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions☆11Dec 18, 2023Updated 2 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
- 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.
- Methods for measuring and analyzing therapist language☆21Dec 13, 2022Updated 3 years ago
- Generate interleaved text and image content in a structured format you can directly pass to downstream APIs.☆29Oct 18, 2024Updated last year
- Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)☆67Sep 28, 2024Updated last year
- 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
- ☆12Jan 16, 2024Updated 2 years ago