ShomyLiu / pytorch_bert_elmo_exampleLinks
A text classification example with Bert/ELMo/GloVe in pytorch
☆90Updated 5 years ago
Alternatives and similar repositories for pytorch_bert_elmo_example
Users that are interested in pytorch_bert_elmo_example are comparing it to the libraries listed below
Sorting:
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆121Updated 5 years ago
- Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper☆88Updated 5 years ago
- Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.☆99Updated 6 years ago
- The public state-of-the-art methods for deep learning based ASC☆125Updated 5 years ago
- ☆128Updated last year
- Code for EMNLP 2019 paper "A Boundary-aware Neural Model for Nested Named Entity Recognition"☆89Updated 3 years ago
- Code and data for "Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling" (NAACL2019)☆132Updated 4 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆121Updated 6 years ago
- Zhuang Chen, Tieyun Qian: Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis. ACL 2020: 3685-3694☆54Updated 3 years ago
- Code for modeling encoder-decoder architecture with pointer network for joint entity and relation extraction (AAAI 2020).☆105Updated 5 years ago
- Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning☆112Updated 5 years ago
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆86Updated 2 years ago
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)☆172Updated 3 years ago
- PyTorch BiLSTMCRF w Elmo☆55Updated 3 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆248Updated last year
- Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network☆154Updated 3 years ago
- Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.☆164Updated 4 years ago
- Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)☆65Updated 6 years ago
- Code for ACL 2019 : Entity-Relation Extraction as Multi-Turn Question Answering☆75Updated 2 years ago
- Codes for the paper Bipartite Flat-Graph Network for Nested Named Entity Recognition☆63Updated 5 years ago
- Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification☆50Updated 6 years ago
- Hierarchical Neural Attention-based Classification☆26Updated 5 years ago
- AAAI20 "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"☆128Updated 5 years ago
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆293Updated 4 years ago
- Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556☆45Updated 5 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆143Updated 2 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆103Updated 4 years ago
- Source code for "Train No Evil: Selective Masking for Task-Guided Pre-Training"☆70Updated 3 years ago
- MTM☆143Updated 3 years ago