[WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations
☆91Feb 10, 2022Updated 4 years ago
Alternatives and similar repositories for TopClus
Users that are interested in TopClus are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding☆57Feb 14, 2021Updated 5 years ago
- The source code used for paper "Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts", in WSDM 2023.☆14May 27, 2023Updated 2 years ago
- The source code used for paper "Unsupervised Key Event Detection from Massive Text Corpora", published in KDD 2022.☆22Jul 15, 2023Updated 2 years ago
- [EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training☆65Nov 12, 2021Updated 4 years ago
- This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (K…☆173Feb 3, 2023Updated 3 years 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.
- Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification (WWW'22)☆32Jun 21, 2025Updated 11 months ago
- Code for paper OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision☆31May 9, 2022Updated 4 years ago
- ☆17Jun 19, 2023Updated 2 years ago
- The source code used for paper "Empower Entity Set Expansion via Language Model Probing", published in ACL 2020.☆33Nov 3, 2020Updated 5 years ago
- Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech (ACL-IJCNLP 2021 Findings)☆13Jun 22, 2022Updated 3 years ago
- An easy-to-use tool for phrase encoding and topic mining (unsupervised aspect extraction); Code base for ACL 2022 paper, UCTopic: Unsuper…☆46Apr 25, 2023Updated 3 years ago
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆800Feb 20, 2026Updated 3 months ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆299Feb 2, 2022Updated 4 years ago
- The source code for SetExpan framework, published in ECML-PKDD 2017☆33Nov 22, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆25Oct 27, 2020Updated 5 years ago
- [NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding☆68Sep 18, 2022Updated 3 years ago
- Topic taxonomy completion with hierarchical discovery of novel topic clusters☆24Mar 7, 2022Updated 4 years ago
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆84Dec 11, 2021Updated 4 years ago
- [AAAI 2023] This is the code for our paper `Neighborhood-Regularized Self-Training for Learning with Few Labels'.☆12Jan 11, 2023Updated 3 years ago
- A web interface to understand language-specific BERT-models☆18Apr 16, 2024Updated 2 years ago
- Source code for "SimCKP: Simple Contrastive Learning of Keyphrase Representations", Findings of EMNLP 2023☆12Jun 20, 2025Updated 11 months ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆38Oct 1, 2019Updated 6 years ago
- ☆32Jul 10, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implementation of topic models based on neural network approaches.☆436Apr 15, 2026Updated last month
- [NeurIPS 2019] Spherical Text Embedding☆185Oct 29, 2023Updated 2 years ago
- Retrieval as Attention☆81Dec 16, 2022Updated 3 years ago
- Code and data of the EMNLP 2022 Main Conference paper "Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Nega…☆18Mar 25, 2024Updated 2 years ago
- Hierarchical, multi-label topic modelling with LDA☆54Dec 8, 2022Updated 3 years ago
- Explainable Zero-Shot Topic Extraction☆65Aug 19, 2024Updated last year
- Code for the paper "NetTaxo: Automated Topic Taxonomy Constructionfrom Text-Rich Network"☆32Feb 23, 2022Updated 4 years ago
- ☆18Jul 11, 2021Updated 4 years ago
- MATCH: Metadata-Aware Text Classification in A Large Hierarchy (WWW'21)☆117Apr 2, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Codes for the EMNLP 2020 paper -- "FIND: Human-in-the-loop Debugging Deep Text Classifiers"☆18Nov 16, 2020Updated 5 years ago
- ☆35Mar 2, 2023Updated 3 years ago
- Official Implementation of Paper "Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling" (ICML 2023)☆10Jun 6, 2023Updated 2 years ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,268Jul 24, 2025Updated 10 months ago
- ☆86Dec 5, 2021Updated 4 years ago
- Code and Data for our EMNLP-2020 paper Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding.☆49Oct 23, 2020Updated 5 years ago
- SIGIR 2022: GERE: Generative Evidence Retrieval for Fact Verification☆20Jul 19, 2022Updated 3 years ago