UKPLab / AdaSentLinks
This repository contains the code for the EMNLP'23 paper "AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification"
☆16Updated last year
Alternatives and similar repositories for AdaSent
Users that are interested in AdaSent are comparing it to the libraries listed below
Sorting:
- ☆80Updated 3 years ago
- This repository contains the code for "How many data points is a prompt worth?"☆48Updated 4 years ago
- Collections of IR Research☆37Updated 8 months ago
- [EMNLP 2022] Code for our paper “ZeroGen: Efficient Zero-shot Learning via Dataset Generation”.☆48Updated 3 years ago
- Code for ACL 2021 paper "Unsupervised Out-of-Domain Detection via Pre-trained Transformers"☆30Updated 4 years ago
- PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxi…☆107Updated 2 years ago
- ☆89Updated 3 years ago
- [NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding☆70Updated 3 years ago
- This repository accompanies our paper “Do Prompt-Based Models Really Understand the Meaning of Their Prompts?”☆85Updated 3 years ago
- Source code for ACL 2022 paper "Self-contrastive Decorrelation for Sentence Embeddings".☆26Updated 10 months ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆104Updated 3 years ago
- Code Roberta version of RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder☆10Updated 2 years ago
- The codes for our ACL'22 paper: PRBOOST: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning.☆35Updated 3 years ago
- Findings of ACL'2023: Optimizing Test-Time Query Representations for Dense Retrieval☆30Updated 2 years ago
- Uncertainty-aware Self-training☆123Updated 2 years ago
- ☆61Updated 3 years ago
- Source code for paper "Learning from Noisy Labels for Entity-Centric Information Extraction", EMNLP 2021☆55Updated 4 years ago
- ☆116Updated 3 years ago
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆61Updated 4 years ago
- The official repository for Efficient Long-Text Understanding Using Short-Text Models (Ivgi et al., 2022) paper☆70Updated 2 years ago
- EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers https://arxiv.org/abs/2109.08535☆146Updated 3 years ago
- [EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contr…☆50Updated 2 years ago
- [NAACL 2022] Contrastive Learning for Prompt-based Few-shot Language Learners☆22Updated 3 years ago
- PyTorch code for "FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization" (NAACL 2022)☆40Updated 3 years ago
- Collection of scripts to pretrain T5 in unsupervised text, using PyTorch Lightning. CORD-19 pretraining provided as example.☆32Updated 4 years ago
- Code for the ACL 2022 paper "Contextual Representation Learning beyond Masked Language Modeling"☆33Updated 3 years ago
- Code for the ACL 2022 paper "Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning"☆38Updated 3 years ago
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆100Updated 3 years ago
- Code accompanying EMNLP 2020 paper "Cold-start Active Learning through Self-supervised Language Modeling".☆40Updated 4 years ago
- Code for Editing Factual Knowledge in Language Models☆142Updated 4 years ago