An easy-to-use tool for phrase encoding and topic mining (unsupervised aspect extraction); Code base for ACL 2022 paper, UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining.
☆46Apr 25, 2023Updated 3 years ago
Alternatives and similar repositories for UCTopic
Users that are interested in UCTopic are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆86Dec 5, 2021Updated 4 years ago
- Kex is a python library for unsupervised keyword extraction from a document, providing an easy interface and benchmarks on 15 public data…☆55Feb 17, 2022Updated 4 years ago
- ☆10Oct 14, 2020Updated 5 years ago
- [ACL 2024] Source code for InBedder, an instruction-following text embedder☆31Oct 11, 2024Updated last year
- Codebase for SIGIR 2022 paper: Coarse-to-Fine Sparse Sequential Recommendation☆24Nov 21, 2022Updated 3 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.
- "FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning" (ACL 2023)☆15Jul 24, 2023Updated 3 years ago
- Introducing Bundle Recommendation in Conversational Recommendation Scenarios on RecSys 2022☆22Dec 9, 2022Updated 3 years ago
- ☆13May 30, 2022Updated 4 years ago
- Code and data for "Heterogeneous Supervised Topic Models"☆10Jun 27, 2022Updated 4 years ago
- Source code for ACL 2022 paper "Self-contrastive Decorrelation for Sentence Embeddings".☆26Mar 10, 2025Updated last year
- Automated Phrase Mining from Massive Text Corpora in Python.☆176May 23, 2021Updated 5 years ago
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆92Feb 10, 2022Updated 4 years ago
- Linear Relational Embeddings (LREs) and Linear Relational Concepts (LRCs) for LLMs in PyTorch☆11Aug 7, 2024Updated last year
- Deep Counterfactual Prediction with Categorical Backward Variables☆12Feb 8, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆25Jul 12, 2022Updated 4 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Nov 11, 2020Updated 5 years ago
- Explainable Zero-Shot Topic Extraction☆65Aug 19, 2024Updated last year
- ☆10Feb 17, 2019Updated 7 years ago
- The code of SKS☆15Mar 22, 2022Updated 4 years ago
- Code for EMNLP 2021 paper "Measuring Association Between Labels and Free-Text Rationales"☆12Sep 12, 2023Updated 2 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 3 years ago
- CEVAE with VampPrior☆11Jul 18, 2018Updated 8 years ago
- Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"☆14Feb 16, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A comparison of some conformal quantile regression methods.☆12Sep 14, 2019Updated 6 years ago
- Learn to Synthesize and Synthesize to Learn☆14Sep 3, 2018Updated 7 years ago
- [NAACL 2022] TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding☆10Jul 15, 2023Updated 3 years ago
- [EMNLP 2021] Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning☆17Jun 28, 2025Updated last year
- In this project, word and document embeddings are generated for the sentiment classification task.☆10May 29, 2025Updated last year
- Code for the paper "Optimal Off-Policy Evaluation from Multiple Logging Policies"☆15Jul 17, 2021Updated 5 years ago
- Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"☆298Jul 12, 2026Updated 2 weeks ago
- Code for our ACL19 paper on argument generation☆14Nov 9, 2020Updated 5 years ago
- ☆17Jun 14, 2023Updated 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.
- 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
- AdaptKeyBERT: keyword/keyphrase extraction with zero-shot and few-shot semi-supervised domain adaptation☆26Sep 22, 2024Updated last year
- Source code for ACL-IJCNLP 2021 findings paper: MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation E…☆14Feb 25, 2022Updated 4 years ago
- Transformers for Clinical NLP☆29Apr 17, 2026Updated 3 months 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
- ☆32Jul 10, 2023Updated 3 years ago
- [NAACL 2025 Main] DTELS: Towards Dynamic Granularity of Timeline Summarization☆17Oct 9, 2025Updated 9 months ago