IBM / WordMoversEmbeddingsLinks
WordMoversEmbeddings(WME) is a simple code for generating the vector representation of sentence/document for text classification and clustering.
☆83Updated 6 years ago
Alternatives and similar repositories for WordMoversEmbeddings
Users that are interested in WordMoversEmbeddings are comparing it to the libraries listed below
Sorting:
- Word embedding approach based on a dynamic log-linear model☆54Updated 8 years ago
- Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora☆153Updated 4 years ago
- Code for "Effective Dimensionality Reduction for Word Embeddings".☆132Updated 4 years ago
- PyTorch implementation of AVITM (Autoencoding Variational Inference For Topic Models)☆35Updated 3 years ago
- Dict2vec is a framework to learn word embeddings using lexical dictionaries.☆115Updated 4 years ago
- ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)☆149Updated 7 years ago
- LexNET: Integrated Path-based and Distributional Method for Lexical Semantic Relation Classification☆62Updated 6 years ago
- Short Text Topic Modeling☆65Updated 7 years ago
- ☆83Updated 4 years ago
- Dataset for the Emerging & Novel Entity NER task (WNUT '17)☆112Updated 3 years ago
- ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"☆25Updated 6 years ago
- Counter-fitting Word Vectors to Linguistic Constraints☆146Updated 5 years ago
- Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation☆63Updated 6 years ago
- ☆54Updated 3 years ago
- Frame-Semantic and PropBank Semantic Role Labeling with Syntactic Scaffolding.☆50Updated 4 years ago
- Variational Methods for Pretraining in Resource-limited Environments☆174Updated 5 years ago
- [NeurIPS 2019] Spherical Text Embedding☆179Updated last year
- Incremental learning of word embeddings with context informativeness.☆94Updated 2 years ago
- Implementation of unsupervised smoothed inverse frequency (Best Paper, Repl4NLP @ ACL 2018)☆78Updated 6 years ago
- Cross-Lingual Alignment of Contextual Word Embeddings☆99Updated 5 years ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆39Updated 6 years ago
- Data and code for the experiments in: "Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection". Vered Shwartz,…☆50Updated 7 years ago
- Code for neural-el - EMNLP'17☆84Updated 2 years ago
- utility class for building/evaluating document representations☆53Updated 5 years ago
- Source code for our AAAI 2020 paper P-SIF: Document Embeddings using Partition Averaging☆35Updated 5 years ago
- [KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding☆58Updated 4 years ago
- Massively Multilingual Transfer for NER☆86Updated 3 years ago
- Model for learning document embeddings along with their uncertainties☆36Updated last year
- Code for the papers: Correlation Coefficients and Semantic Textual Similarity, NAACL-HLT 2019 & Correlations between Word Vector Sets, EM…☆38Updated 3 years ago
- Code for paper "End-to-End Reinforcement Learning for Automatic Taxonomy Induction", ACL 2018☆65Updated 6 years ago