beekbin / bert-cosine-sim
Fine-tune BERT to generate sentence embedding for cosine similarity
☆69Updated 5 years ago
Alternatives and similar repositories for bert-cosine-sim:
Users that are interested in bert-cosine-sim are comparing it to the libraries listed below
- Heterogeneous Representations for Neural Relation Extraction https://arxiv.org/abs/1903.10126☆69Updated 4 years ago
- The implementation of the paper "A Multi-task Approach for Named Entity Recognition on Social Media Data," which won the WNUT-2017 Shared…☆68Updated 7 years ago
- Source code for paper Neural Architectures for Nested NER through Linearization☆91Updated 5 years ago
- Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning☆52Updated 6 years ago
- This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.☆48Updated 6 years ago
- EMNLP'19: Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling☆77Updated 2 years ago
- The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"☆121Updated 4 years ago
- conlleval in Python (script for chunking/NER evaluation)☆126Updated 11 months ago
- Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.☆155Updated 4 years ago
- XLNet Extension in TensorFlow☆130Updated 4 years ago
- ALBERT model Pretraining and Fine Tuning using TF2.0☆203Updated 2 years ago
- Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471☆139Updated 2 years ago
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)☆172Updated 2 years ago
- seq2seq based keyphrase generation model sets, including copyrnn copycnn and copytransfomer☆50Updated 3 years ago
- Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"☆148Updated 6 years ago
- Code for the paper: GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling☆67Updated 5 years ago
- ☆100Updated 6 years ago
- Code for unsupervised aspect extraction, using Keras and its Backends☆91Updated last year
- IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models☆179Updated 4 years ago
- "Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) in EMNLP'15 - Python implementation☆143Updated 7 months ago
- [AKBC 19] Improving Relation Extraction by Pre-trained Language Representations☆108Updated 3 years ago
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆56Updated 6 years ago
- A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)☆154Updated 4 years ago
- This is the source implementation of ACL2019 accepted paper: A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slo…☆102Updated 2 years ago
- Variational Methods for Pretraining in Resource-limited Environments☆174Updated 4 years ago
- Document ranking via sentence modeling using BERT☆144Updated 2 years ago
- celarex / STS-CNN-STSbenchmark-Semantic-Similarity-Semantic-Textual-Similarity-CNN-HCTI-Tensorflow-KerasA simple implementation of paper "HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate semantic textual similarity."☆31Updated 2 years ago
- LSTM-CRF for NER with ConLL-2002 dataset☆46Updated 6 years ago
- reference tensorflow code for named entity tagging☆104Updated 3 years ago
- Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)☆115Updated 6 years ago