iunderstand / SWE
SWE Toolkit. Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints. A general framework to incorporate semantic knowledge into the popular data-driven learning process of word vectors. Applications including word similarity, sentence completion, etc. ACL-2015, Beijing, China
☆51Updated 9 years ago
Alternatives and similar repositories for SWE:
Users that are interested in SWE are comparing it to the libraries listed below
- ☆35Updated 7 years ago
- Convolutional network for entity linking (Naacl 2016)☆57Updated 8 years ago
- ☆44Updated 7 years ago
- Label Noise Reduction in Entity Typing (KDD'16)☆52Updated 7 years ago
- BiLSTM-CRF for sequence labeling in Dynet☆80Updated 7 years ago
- ☆80Updated 3 years ago
- Unofficial implementation algorithms of attention models on SNLI dataset☆33Updated 6 years ago
- ☆26Updated 8 years ago
- ☆17Updated 8 years ago
- Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach☆83Updated 6 years ago
- ☆28Updated 8 years ago
- This is an implementation of the Attention Sum Reader model as presented in "Text Comprehension with the Attention Sum Reader Network" av…☆98Updated 8 years ago
- Neural Topic Models☆69Updated 8 years ago
- This is a repo for multiNLI_encoder.☆58Updated 6 years ago
- Integrated path-based and distributional method for hypernymy detection☆84Updated 8 years ago
- Code for paper "End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights"☆65Updated 6 years ago
- Named Entity Disambiguation for Noisy Text☆66Updated 7 years ago
- Implementation of the multi feed-forward network architecture by Parikh et al. (2016) for Natural Language Inference.☆87Updated 7 years ago
- Universal Schema based relation extraction implemented in Torch.☆52Updated 7 years ago
- ☆25Updated 8 years ago
- ☆46Updated 7 years ago
- ☆40Updated 5 years ago
- Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in keras☆71Updated 7 years ago
- NLP tools on Lasagne☆61Updated 7 years ago
- Implementation of A Structured Self-attentive Sentence Embedding☆108Updated 6 years ago
- Attempt at using LSTMs to predict semantic relatedness of sentences (a la Tai et al. in Improved Semantic Representations From Tree-Struc…☆22Updated 9 years ago
- This is the code&dataset for the paper [Hierarchical Memory Networks for Answer Selection on Unknown Words. COLING 2016]☆44Updated 6 years ago
- Word Embedding Revisted: Explicit Matrix Factorization☆33Updated 7 years ago
- Noise-Contrastive Estimation for Question Answering with Convolutional Neural Networks (Rao et al. CIKM 2016)☆54Updated 7 years ago
- A latent variable RNN model for discourse-driven language modeling☆36Updated 8 years ago