Semantic Text Similarity Dataset Hub
☆726May 19, 2018Updated 7 years ago
Alternatives and similar repositories for dataset-sts
Users that are interested in dataset-sts are comparing it to the libraries listed below
Sorting:
- Semantic Textual Similarity in Python☆80Jan 30, 2017Updated 9 years ago
- A python tool for evaluating the quality of sentence embeddings.☆2,106Mar 19, 2024Updated last year
- Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"☆2,052Jun 9, 2020Updated 5 years ago
- A question answering corpus in insurance domain☆464Jan 16, 2017Updated 9 years ago
- InferSent sentence embeddings☆2,280Aug 30, 2021Updated 4 years ago
- Multi-Perspective Convolutional Neural Networks for modeling textual similarity (He et al., EMNLP 2015)☆105May 26, 2018Updated 7 years ago
- attention model for entailment on SNLI corpus implemented in Tensorflow and Keras☆176Nov 13, 2016Updated 9 years ago
- Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks☆265Jan 23, 2017Updated 9 years ago
- Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong …☆193Feb 19, 2016Updated 10 years ago
- BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences☆434Aug 18, 2021Updated 4 years ago
- My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://re…☆521Jun 5, 2017Updated 8 years ago
- Implementation of the Convolution Neural Network for factoid QA on the answer sentence selection task☆197Aug 29, 2016Updated 9 years ago
- Recurrent & convolutional neural network modules☆356Aug 16, 2018Updated 7 years ago
- Code to train and use models from "Charagram: Embedding Words and Sentences via Character n-grams".☆124Jul 12, 2016Updated 9 years ago
- Question answering dataset featured in "Teaching Machines to Read and Comprehend☆1,296Apr 26, 2017Updated 8 years ago
- Sequence-to-sequence model with LSTM encoder/decoders and attention☆1,282Dec 30, 2020Updated 5 years ago
- Word Mover's Distance from Matthew J Kusner's paper "From Word Embeddings to Document Distances"☆540Jun 4, 2024Updated last year
- Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings☆1,418May 6, 2020Updated 5 years ago
- Reimplementation of Munkhdalai et al's Neural Semantic Encoders (https://arxiv.org/pdf/1607.04315v2.pdf)☆59Oct 28, 2016Updated 9 years ago
- Sequence to Sequence Learning with Keras☆3,177Aug 20, 2022Updated 3 years ago
- Keras (re)implementation of paper "Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. SIGIR, 2015"☆67Dec 1, 2016Updated 9 years ago
- Siamese Recurrent Neural network with LSTM for evaluating semantic similarity between sentences.☆200Jul 27, 2016Updated 9 years ago
- Some language modeling tools for Keras☆659Dec 18, 2017Updated 8 years ago
- Task generation for testing text understanding and reasoning☆906Mar 27, 2019Updated 6 years ago
- sentence embedding by Smooth Inverse Frequency weighting scheme☆1,087Jul 23, 2019Updated 6 years ago
- Facilitating the design, comparison and sharing of deep text matching models.☆3,855Aug 2, 2024Updated last year
- Retrofitting Word Vectors to Semantic Lexicons☆375Apr 9, 2019Updated 6 years ago
- Noise-Contrastive Estimation for Question Answering with Convolutional Neural Networks (Rao et al. CIKM 2016)☆54Aug 15, 2017Updated 8 years ago
- Memory Networks implementations☆1,753Jul 28, 2020Updated 5 years ago
- CNNs for sentence classification☆2,060Apr 26, 2018Updated 7 years ago
- ☆619Mar 15, 2017Updated 8 years ago
- An open-source NLP research library, built on PyTorch.☆11,889Nov 22, 2022Updated 3 years ago
- PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment☆107Apr 18, 2018Updated 7 years ago
- Repository for "Generating Sentences by Editing Prototypes"☆334Aug 19, 2018Updated 7 years ago
- Neural Attention Model for Abstractive Summarization☆918Apr 25, 2018Updated 7 years ago
- A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)☆405May 21, 2018Updated 7 years ago
- LSTM and QRNN Language Model Toolkit for PyTorch☆1,990Feb 12, 2022Updated 4 years ago
- Very Deep Pairwise Word Interaction Neural Networks for modeling textual similarity (He and Lin, NAACL/HLT 2016)☆18May 27, 2018Updated 7 years ago
- ☆208Oct 27, 2020Updated 5 years ago