vanewu / CRFLinks
Linear chain conditional random fields are implemented using Numpy and Mxnet/Gluon, and batch training is supported, not limited to training the data one by one.
☆23Updated 6 years ago
Alternatives and similar repositories for CRF
Users that are interested in CRF are comparing it to the libraries listed below
Sorting:
- Code for EMNLP 2018 paper https://arxiv.org/pdf/1808.09075.pdf☆38Updated 7 years ago
- Paper: A Simple and Effective Neural Model for Joint Word Segmentation and POS Tagging☆35Updated 6 years ago
- ICLR2019, Multilingual Neural Machine Translation with Knowledge Distillation☆70Updated 5 years ago
- An implementation of BERT using PyTorch's TransformerEncoder☆33Updated 5 years ago
- GPU-accelerated PyTorch implementation of Zero-shot User Intent Detection via Capsule Neural Networks☆16Updated 6 years ago
- A fine-tune framework based on pytorch-pretrained-BERT☆17Updated 2 years ago
- Official code of our work, Robust, Transferable Sentence Representations for Text Classification [Arxiv 2018].☆22Updated 7 years ago
- a Pytorch implementation of the Reformer Network (https://openreview.net/pdf?id=rkgNKkHtvB)☆53Updated 2 years ago
- A text augmentation tool for named entity recognition.☆54Updated 4 years ago
- A pytorch implementation of "Latent Variable Dialogue Models and their Diversity"☆18Updated 7 years ago
- Code for SIGDial 2019 Best Paper: Structured Fusion Networks for Dialog https://arxiv.org/abs/1907.10016☆31Updated 6 years ago
- Knowledge Graph based Question Answering benchmark.☆10Updated 5 years ago
- Sub-Character Representation Learning☆25Updated 7 years ago
- The official implementation of paper U-Net: Machine Reading Comprehension with Unanswerable Questions.☆58Updated 6 years ago
- TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-based Chatbots (CoNLL2019)☆25Updated 5 years ago
- MAsked Sequence to Sequence (MASS) pre-training for language generation☆21Updated 6 years ago
- Reproducing Character-Level-Language-Modeling with Deeper Self-Attention in PyTorch☆61Updated 6 years ago
- Simple model for sentence compression (a.k.a Baseline in Klerke et al., NAACL 2016)☆10Updated 6 years ago
- Universal segmenter based on the Universal Dependency framework, written by Y. Shao, Uppsala University☆34Updated 6 years ago
- (COLING'18) The source code for the paper "Structure-Infused Copy Mechanisms for Abstractive Summarization".☆29Updated 7 years ago
- CapsNet for NLP☆67Updated 6 years ago
- RAdam optimizer for keras☆71Updated 5 years ago
- RNN-free TensorFlow model for reading comprehension on SQuAD☆33Updated 2 years ago
- Code for "Neural Speed Reading with Structural-Jump-LSTM" ICLR 2019☆25Updated 6 years ago
- 高性能小模型测评 Shared Tasks in NLPCC 2020. Task 1 - Light Pre-Training Chinese Language Model for NLP Task☆60Updated 5 years ago
- Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)☆117Updated 6 years ago
- List some datasets in NLP field.☆29Updated 4 years ago
- NER with Deep contextualized word representations (Elmo)☆23Updated 7 years ago
- Neural (LSTM) version of the partial CRF model☆35Updated 6 years ago
- A collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.☆96Updated 4 years ago