Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"
☆31Nov 11, 2020Updated 5 years ago
Alternatives and similar repositories for kd-topic-models
Users that are interested in kd-topic-models are comparing it to the libraries listed below
Sorting:
- neural_topic_models☆11Jan 9, 2017Updated 9 years ago
- Neural Topic Model via Optimal Transport, ICLR 2021☆16Mar 31, 2021Updated 4 years ago
- Implementation of EMNLP2020 accepted paper: "TopicBERT: Topic-aware BERT for Efficient Document Classification"☆43Nov 15, 2020Updated 5 years ago
- ☆11Jan 6, 2024Updated 2 years ago
- Testing of Neural Topic Modeling for Japanese articles☆13Jul 24, 2019Updated 6 years ago
- Code repository for the AISTATS 2021 paper "Towards Understanding the Optimal Behaviors of Deep Active Learning Algorithms"☆14Mar 20, 2021Updated 5 years ago
- This package supports implementation of anchor-based topic modeling and variants of the anchoring algorithm in Python 3.☆16Sep 17, 2018Updated 7 years ago
- Code repository for the WWW 2019 paper "Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness"☆13Feb 1, 2019Updated 7 years ago
- ☆16Apr 9, 2019Updated 6 years ago
- Code for Learning Multilingual Topics with Neural Variational Inference (NLPCC2020)☆17Mar 6, 2024Updated 2 years ago
- Code repository for the AAAI 2022 paper "Do Feature Attribution Methods Correctly Attribute Features?"☆21Apr 30, 2022Updated 3 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆142Feb 15, 2023Updated 3 years ago
- ☆11Mar 6, 2022Updated 4 years ago
- ☆16Oct 24, 2021Updated 4 years ago
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆11Jul 14, 2020Updated 5 years ago
- Reimplementation of the paper `Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? (ACL2…☆17Jul 10, 2020Updated 5 years ago
- Models for explainable recommendation.☆12Jan 19, 2024Updated 2 years ago
- CSS-LM: Contrastive Semi-supervised Fine-tuning of Pre-trained Language Models☆12Jul 1, 2023Updated 2 years ago
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆95Sep 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…☆1,266Jul 24, 2025Updated 7 months ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆32Feb 3, 2020Updated 6 years ago
- [NAACL 2022] TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding☆10Jul 15, 2023Updated 2 years ago
- Hierarchical, multi-label topic modelling with LDA☆54Dec 8, 2022Updated 3 years ago
- News classification & recommendation in Keras☆13Jun 15, 2020Updated 5 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
- Code for our paper Re-balancing Variational Autoencoder Loss for Molecule Sequence Generation.☆11Sep 4, 2022Updated 3 years ago
- a general information propagation algorithm for graph learning☆13Jun 15, 2021Updated 4 years ago
- TopicScan: Visualization and validation interface for NMF Topic Modeling☆23Jul 23, 2020Updated 5 years ago
- PyTorch code for the EMNLP 2020 paper "Embedding Words in Non-Vector Space with Unsupervised Graph Learning"☆41Feb 18, 2021Updated 5 years ago
- Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)☆23Jul 30, 2019Updated 6 years ago
- Code for the TACL paper "Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings"☆16Sep 8, 2020Updated 5 years ago
- An easy-to-use tool for phrase encoding and topic mining (unsupervised aspect extraction); Code base for ACL 2022 paper, UCTopic: Unsuper…☆47Apr 25, 2023Updated 2 years ago
- ☆33Sep 3, 2019Updated 6 years ago
- ☆54Dec 11, 2021Updated 4 years ago
- ☆22Oct 14, 2021Updated 4 years ago
- A set of methods for finding an appropriate number of topics in a text collection☆16Apr 14, 2025Updated 11 months ago
- Personalized Item Exploration Processes for Recommendation☆15Sep 19, 2019Updated 6 years ago
- Computation of the semantic interpretability of topics produced by topic models.☆179Apr 19, 2017Updated 8 years ago
- A curated list of resources dedicated to text summarization☆11Mar 28, 2018Updated 7 years ago