ShomyLiu / pytorch_bert_elmo_exampleLinks
A text classification example with Bert/ELMo/GloVe in pytorch
☆90Updated 4 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
- The public state-of-the-art methods for deep learning based ASC☆125Updated 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
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆121Updated 6 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆121Updated 5 years ago
- Code and data for "Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling" (NAACL2019)☆132Updated 4 years ago
- SG-Net: Syntax-guided machine reading comprehension (AAAI 2020)☆84Updated 2 years ago
- Zhuang Chen, Tieyun Qian: Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis. ACL 2020: 3685-3694☆54Updated 3 years ago
- Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification☆50Updated 6 years ago
- Source code for "Train No Evil: Selective Masking for Task-Guided Pre-Training"☆71Updated 2 years ago
- Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)☆64Updated 5 years ago
- Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network☆154Updated 3 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆143Updated 2 years ago
- Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper☆89Updated 5 years ago
- Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.☆162Updated 4 years ago
- Code for EMNLP 2019 paper "A Boundary-aware Neural Model for Nested Named Entity Recognition"☆89Updated 3 years ago
- The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"☆153Updated 6 years ago
- MTM☆143Updated 2 years ago
- ☆127Updated last year
- ☆171Updated 5 years ago
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆85Updated 2 years ago
- Code and dataset for EMNLP 2020 paper titled "A Multi-task Learning Framework for Opinion Triplet Extraction"☆51Updated 3 years ago
- Hierarchical Neural Attention-based Classification☆26Updated 4 years ago
- The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction☆58Updated 2 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆248Updated last year
- Collection of papers on Emotion Cause Analysis☆64Updated 4 years ago
- The source code for ACL 2020 paper Exclusive Hierarchical Decoding for Deep Keyphrase Generation☆55Updated 2 years ago
- Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"☆50Updated 5 years ago
- 该repo可用于将OntoNotes-5.0转换为Conll格式☆132Updated 2 years ago
- Code and Data for our EMNLP-2020 paper Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding.☆49Updated 4 years ago