sfzhou5678 / PolyEncoder
An unofficial implementation of Poly-encoder (Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring)
☆253Updated last year
Related projects ⓘ
Alternatives and complementary repositories for PolyEncoder
- ☆164Updated last year
- DeepCT and HDCT uses BERT to generate novel, context-aware bag-of-words term weights for documents and queries.☆312Updated 3 years ago
- Leaderboards, Datasets and Papers for Multi-Turn Response Selection in Retrieval-Based Chatbots☆204Updated 3 years ago
- ☆278Updated 3 years ago
- [ACL 2020] DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering☆120Updated last year
- ☆215Updated 5 years ago
- Implementation of the ESIM model for natural language inference with PyTorch☆366Updated 3 years ago
- The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"☆224Updated 2 years ago
- Feel free to fine tune large BERT models with Multi-GPU and FP16 support.☆192Updated 4 years ago
- Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆340Updated 5 years ago
- A Dataset for Multi-Turn Dialogue Reasoning☆286Updated 4 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆529Updated 3 years ago
- Statistics and Accepted paper list with arXiv link of EMNLP-IJCNLP 2019☆233Updated 4 years ago
- datasets of natural language understanding and dialogue state tracking☆142Updated 4 years ago
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆286Updated last year
- multi-gpu pre-training in one machine for BERT from scratch without horovod (Data Parallelism)☆173Updated last month
- An implementation of CopyNet☆95Updated 5 years ago
- EMNLP'19: Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling☆76Updated last year
- ☆446Updated 2 years ago
- Tracking the progress in NLG for task-oriented dialogue system (resources, code, and new frontiers etc.)☆133Updated 2 years ago
- Resources for the MRQA 2019 Shared Task☆292Updated 3 years ago
- Keyphrase Generation☆217Updated last year
- Survey on Machine Reading Comprehension☆149Updated 3 years ago
- 对ACL2020 FastBERT论文的复现，论文地址//arxiv.org/pdf/2004.02178.pdf☆191Updated 2 years ago
- Negative sampling for solving the unlabeled entity problem in NER. ICLR-2021 paper: Empirical Analysis of Unlabeled Entity Problem in Nam…☆136Updated 2 years ago
- IJCAI 2021 Tutorial & code for Retrospective Reader for Machine Reading Comprehension (AAAI 2021)☆361Updated last year
- Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743☆391Updated last year
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆209Updated last year
- WSDM'2021, PROP and SIGIR'2021,B-PROP☆110Updated last year
- ⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).☆312Updated last year