| LinkBERT: Pretraining Language Models with Document Links | Mar 29, 2022 | Document ClassificationLanguage Modeling | CodeCode Available | 2 | 5 |
| SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features | Jun 14, 2022 | Abstract Meaning RepresentationNegation | CodeCode Available | 1 | 5 |
| Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings | Jan 28, 2024 | Contrastive LearningDescriptive | CodeCode Available | 1 | 5 |
| Neural Paraphrase Generation with Stacked Residual LSTM Networks | Oct 10, 2016 | Deep LearningParaphrase Generation | CodeCode Available | 1 | 5 |
| On the Effect of Dropping Layers of Pre-trained Transformer Models | Apr 8, 2020 | Knowledge DistillationSentence | CodeCode Available | 1 | 5 |
| Reweighting Strategy based on Synthetic Data Identification for Sentence Similarity | Aug 29, 2022 | SentenceSentence Embedding | CodeCode Available | 1 | 5 |
| From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarization | Apr 4, 2024 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 1 | 5 |
| Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering | Mar 15, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Deep Learning Enabled Semantic Communication Systems | Jun 18, 2020 | Deep LearningSemantic Communication | CodeCode Available | 1 | 5 |
| Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching | Jan 16, 2021 | Community Question AnsweringForm | CodeCode Available | 1 | 5 |
| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 | 5 |
| Parallel Sentence Mining by Constrained Decoding | Jul 1, 2020 | Cross-Lingual Bitext MiningMachine Translation | CodeCode Available | 1 | 5 |
| A Divide-and-Conquer Approach to the Summarization of Long Documents | Apr 13, 2020 | ArticlesDocument Summarization | CodeCode Available | 1 | 5 |
| Extracting Latent Steering Vectors from Pretrained Language Models | May 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Just Rank: Rethinking Evaluation with Word and Sentence Similarities | Mar 5, 2022 | BenchmarkingSemantic Similarity | CodeCode Available | 1 | 5 |
| BioELECTRA:Pretrained Biomedical text Encoder using Discriminators | Jun 11, 2021 | ArticlesLanguage Modeling | CodeCode Available | 1 | 5 |
| Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection Task | May 1, 2020 | Answer SelectionSentence | CodeCode Available | 1 | 5 |
| Gloss Attention for Gloss-free Sign Language Translation | Jul 14, 2023 | Gloss-free Sign Language TranslationLanguage Modeling | CodeCode Available | 1 | 5 |
| Contrastive Learning of Sentence Embeddings from Scratch | May 24, 2023 | Contrastive LearningNatural Language Inference | CodeCode Available | 1 | 5 |
| C-STS: Conditional Semantic Textual Similarity | May 24, 2023 | Information RetrievalLanguage Model Evaluation | CodeCode Available | 1 | 5 |
| LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution | Jul 11, 2021 | SentenceSentence Similarity | CodeCode Available | 1 | 5 |
| On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning | Dec 18, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| Example-Driven Intent Prediction with Observers | Oct 17, 2020 | Attributeintent-classification | CodeCode Available | 1 | 5 |
| Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT | Jul 9, 2021 | BenchmarkingDocument Classification | CodeCode Available | 1 | 5 |
| Sentence Ordering and Coherence Modeling using Recurrent Neural Networks | Nov 8, 2016 | ArticlesSentence | CodeCode Available | 1 | 5 |
