Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong performance on semantic similarity tasks without any training or tuning on the training data for those tasks. They also can produce features that are at least as discriminative as skip-thought vectors for seman…
☆193Feb 19, 2016Updated 10 years ago
Alternatives and similar repositories for iclr2016
Users that are interested in iclr2016 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code to train and use models from "Charagram: Embedding Words and Sentences via Character n-grams".☆125Jul 12, 2016Updated 9 years ago
- ☆124Mar 4, 2017Updated 9 years ago
- Python code for training Paragram word embeddings. These achieve human-level performance on some word similiarty tasks including SimLex-9…☆30Feb 4, 2016Updated 10 years ago
- Code to train and use models from "Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings"☆32May 4, 2017Updated 9 years ago
- sentence embedding by Smooth Inverse Frequency weighting scheme☆1,087Jul 23, 2019Updated 6 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.
- Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"☆2,047Jun 9, 2020Updated 6 years ago
- InferSent sentence embeddings☆2,280Aug 30, 2021Updated 4 years ago
- GloVe Word Embedding model's implementation in theano☆36May 18, 2017Updated 9 years ago
- Doc2VecC from the paper "Efficient Vector Representation for Documents through Corruption"☆184Mar 23, 2017Updated 9 years ago
- LSTM language model with CNN over characters☆836Aug 24, 2016Updated 9 years ago
- SPINN (Stack-augmented Parser-Interpreter Neural Network): fast, batchable, context-aware TreeRNNs☆209Mar 15, 2018Updated 8 years ago
- Tutorial on "Practical Neural Networks for NLP: From Theory to Code" at EMNLP 2016☆433Mar 5, 2017Updated 9 years ago
- Concatenated Power Mean Embeddings as Universal Cross-Lingual Sentence Representations☆187Dec 28, 2020Updated 5 years ago
- Sequence-to-sequence model with LSTM encoder/decoders and attention☆1,281Dec 30, 2020Updated 5 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.
- A python tool for evaluating the quality of sentence embeddings.☆2,109Mar 19, 2024Updated 2 years ago
- Reimplementation of Munkhdalai et al's Neural Semantic Encoders (https://arxiv.org/pdf/1607.04315v2.pdf)☆59Oct 28, 2016Updated 9 years ago
- Neural Attention Model for Abstractive Summarization☆917Apr 25, 2018Updated 8 years ago
- compare embedding☆238Sep 23, 2015Updated 10 years ago
- Online Interpretable Word Embeddings☆37Nov 17, 2015Updated 10 years ago
- Transition-based dependency parser based on stack LSTMs☆206Nov 17, 2019Updated 6 years ago
- Siamese Recurrent Neural network with LSTM for evaluating semantic similarity between sentences.☆200Jul 27, 2016Updated 9 years ago
- Structured Neural Networks for NLP: From Idea to Code☆59Dec 13, 2016Updated 9 years ago
- ☆14Dec 27, 2016Updated 9 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- In progress☆272Apr 12, 2017Updated 9 years ago
- Multi-Perspective Convolutional Neural Networks for modeling textual similarity (He et al., EMNLP 2015)☆105May 26, 2018Updated 8 years ago
- Deep Learning for Natural Language Processing☆462Jan 17, 2019Updated 7 years ago
- Memory Networks implementations☆1,755Jul 28, 2020Updated 5 years ago
- ☆196Mar 20, 2018Updated 8 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Oct 31, 2018Updated 7 years ago
- Deep Averaging Networks☆239Jan 18, 2022Updated 4 years ago
- Mixed Incremental Cross-Entropy REINFORCE ICLR 2016☆333Mar 1, 2017Updated 9 years ago
- Code for EMNLP 2016 paper: Morphological Priors for Probabilistic Word Embeddings☆53Dec 6, 2016Updated 9 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 fasttext implementation based on Torch☆72Aug 5, 2016Updated 9 years ago
- BiCVM Code☆45May 14, 2018Updated 8 years ago
- ☆284Sep 14, 2017Updated 8 years ago
- ☆213Oct 8, 2018Updated 7 years ago
- Word Embedding Revisted: Explicit Matrix Factorization☆33Sep 12, 2017Updated 8 years ago
- Top-down Tree LSTM (NAACL 2016) http://aclweb.org/anthology/N/N16/N16-1035.pdf☆83Nov 29, 2016Updated 9 years ago
- Extension of the original word2vec using different architectures☆212Mar 28, 2017Updated 9 years ago