FKarl / short-text-classification
This repository contains code to reproduce the results in our paper "Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets".
☆38Updated 2 years ago
Alternatives and similar repositories for short-text-classification:
Users that are interested in short-text-classification are comparing it to the libraries listed below
- Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"☆157Updated 2 years ago
- This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT…☆64Updated last year
- Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"☆115Updated 2 years ago
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆132Updated 8 months ago
- Code for the ACL 2022 paper "Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning"☆36Updated 2 years ago
- A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis☆29Updated last year
- This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Sh…☆127Updated last year
- Discovering New Intents with Deep Aligned Clustering (AAAI 2021)☆122Updated 2 years ago
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆46Updated last year
- Implementation of paper Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa.☆130Updated last year
- ☆128Updated last year
- ☆18Updated last year
- Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)☆72Updated 2 years ago
- SentiX : A Sentiment-Aware Pretrained Model for Cross-domain Sentiment Aanlysis☆33Updated 4 years ago
- Code for KDD 2023 long paper: MetricPrompt: Prompting Model as a Relevance Metric for Few-Shot Text Classification☆19Updated 5 months ago
- [EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study☆33Updated 10 months ago
- A curated list of papers for multi-label classification.☆67Updated 7 months ago
- [EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification☆127Updated last year
- Official PyTorch Implementation of SSMix (Findings of ACL 2021)☆62Updated 3 years ago
- Codes for SHINE published in EMNLP 2021.☆36Updated 2 years ago
- [ACL 2024 Findings] Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification☆10Updated 2 months ago
- [NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extrac…☆105Updated last year
- Code for ACL 2023 paper "HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification"☆32Updated 9 months ago
- Official resources of "Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification" (ACL 2023 long).☆27Updated last year
- Data augmentation for NLP, accepted at EMNLP 2021 Findings☆105Updated last year
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆66Updated 2 years ago
- Prompt Tuning with Rules☆159Updated 2 years ago
- Robust Self-augmentation for NER with Meta-reweighting☆29Updated 2 years ago
- Code for EMNLP 2021 paper: "Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training"☆93Updated 2 years ago
- This repository contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task L…☆33Updated 3 years ago