FKarl / short-text-classificationLinks
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".
☆44Updated 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
Sorting:
- Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"☆163Updated 3 years ago
- ☆17Updated 2 years ago
- [ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning☆93Updated 2 years ago
- Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.☆95Updated 2 years ago
- Codes for SHINE published in EMNLP 2021.☆40Updated 3 years ago
- Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"☆118Updated 3 years ago
- [EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification☆131Updated 2 years ago
- ☆84Updated last year
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆138Updated last year
- Code for ACL 2023 paper "HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification"☆37Updated last year
- This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Sh…☆133Updated 2 years ago
- Resources about Aspect-based Sentiment Analysis (ABSA)☆119Updated 2 years ago
- PromptBERT: Improving BERT Sentence Embeddings with Prompts☆340Updated last year
- Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)☆78Updated 3 years ago
- Official resources of "Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification" (ACL 2023 long).☆29Updated 2 years ago
- This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT…☆67Updated 2 years ago
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆45Updated 2 years ago
- Exploiting Global and Local Hierarchies for Hierarchical Text Classification☆29Updated 2 years ago
- ☆132Updated 2 years ago
- This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguatio…☆279Updated last year
- [WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction☆204Updated 2 years ago
- kpt code☆209Updated 2 years ago
- Implementation of EMNLP2020 accepted paper: "TopicBERT: Topic-aware BERT for Efficient Document Classification"☆43Updated 4 years ago
- Implementation of topic models based on neural network approaches.☆431Updated 2 years ago
- Preprocessed Datasets for our Multimodal NER paper☆123Updated 2 years ago
- Use BiLSTM_attention, BERT, ALBERT, RoBERTa, XLNet model to classify the SST-2 data set based on pytorch☆106Updated 4 years ago
- Implementation of paper Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa.☆134Updated 2 years ago
- Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"☆36Updated 3 years ago
- 🕹️ A toolkit for document-level event extraction, containing some SOTA model implementations.☆239Updated 2 years ago
- SentiX : A Sentiment-Aware Pretrained Model for Cross-domain Sentiment Aanlysis☆34Updated 5 years ago