| PAUSE: Positive and Annealed Unlabeled Sentence Embedding | Sep 7, 2021 | SentenceSentence Embedding | CodeCode Available | 1 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Paragraph Similarity Matches for Generating Multiple-choice Test Items | Sep 1, 2021 | ManagementMultiple-choice | —Unverified | 0 |
| Disambiguating Grammatical Number and Gender With BERT | Sep 1, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text | Sep 1, 2021 | Active LearningSentence | —Unverified | 0 |
| Are Language-Agnostic Sentence Representations Actually Language-Agnostic? | Sep 1, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Web Image Context Extraction with Graph Neural Networks and Sentence Embeddings on the DOM tree | Aug 26, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering | Aug 24, 2021 | Document SummarizationLanguage Modeling | —Unverified | 0 |
| Event Extraction by Associating Event Types and Argument Roles | Aug 23, 2021 | Event ExtractionGraph Attention | —Unverified | 0 |
| Yseop at FinSim-3 Shared Task 2021: Specializing Financial Domain Learning with Phrase Representations | Aug 21, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models | Aug 19, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 |
| FKIE_itf_2021 at CASE 2021 Task 1: Using Small Densely Fully Connected Neural Nets for Event Detection and Clustering | Aug 1, 2021 | ClusteringEvent Detection | —Unverified | 0 |
| Finding BERT’s Idiomatic Key | Aug 1, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering | Aug 1, 2021 | Collaborative FilteringExtractive Summarization | CodeCode Available | 0 |
| C3SL at SemEval-2021 Task 1: Predicting Lexical Complexity of Words in Specific Contexts with Sentence Embeddings | Aug 1, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| How does BERT process disfluency? | Jul 1, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Transformers for Headline Selection for Russian News Clusters | Jun 19, 2021 | Dialogue EvaluationSentence | CodeCode Available | 0 |
| Semantic sentence similarity: size does not always matter | Jun 16, 2021 | Grounded language learningImage Retrieval | —Unverified | 0 |
| Sentence Embeddings using Supervised Contrastive Learning | Jun 9, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 0 |
| LAWDR: Language-Agnostic Weighted Document Representations from Pre-trained Models | Jun 7, 2021 | Representation LearningSentence | —Unverified | 0 |
| Self-Guided Contrastive Learning for BERT Sentence Representations | Jun 3, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Mesure de similarité textuelle pour l’évaluation automatique de copies d’étudiants (Textual similarity measurement for automatic evaluation of students’ answers) | Jun 1, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Unsupervised document summarization using pre-trained sentence embeddings and graph centrality | Jun 1, 2021 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| Constructing Flow Graphs from Procedural Cybersecurity Texts | May 29, 2021 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining | May 21, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
