| Classification on Sentence Embeddings for Legal Assistance | Feb 5, 2022 | ClassificationInformation Retrieval | —Unverified | 0 |
| Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings | Feb 4, 2022 | Depth EstimationInstance Segmentation | —Unverified | 0 |
| PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings | Jan 28, 2022 | Contrastive LearningOpen-Ended Question Answering | CodeCode Available | 1 |
| Improve Sentence Alignment by Divide-and-conquer | Jan 18, 2022 | Optical Character Recognition (OCR)Sentence | —Unverified | 0 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | Jan 16, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks | Jan 16, 2022 | Representation LearningSentence | —Unverified | 0 |
| GUSUM: Graph-Based Unsupervised Summarization using Sentence-BERT and Sentence Features | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| Unsupervised Sentence Simplification via Dependency Parsing | Jan 16, 2022 | Dependency ParsingSentence | —Unverified | 0 |
| Toward Automatic Misinformation Detection Utilizing Fact-checked Information | Jan 16, 2022 | Fact CheckingMisinformation | —Unverified | 0 |
| Learning Monolingual Sentence Embeddings with Large-scale Parallel Translation Datasets | Jan 16, 2022 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Deep Continuous Prompt for Contrastive Learning of Sentence Embeddings | Jan 16, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Jan 12, 2022 | Contrastive LearningDenoising | CodeCode Available | 2 |
| Toward Educator-focused Automated Scoring Systems for Reading and Writing | Dec 22, 2021 | Automated Essay ScoringSentence | —Unverified | 0 |
| Sentence Embeddings and High-speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents | Dec 21, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| ScanQA: 3D Question Answering for Spatial Scene Understanding | Dec 20, 2021 | 3D Question Answering (3D-QA)Object | CodeCode Available | 1 |
| Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains | Dec 15, 2021 | SegmentationSentence | CodeCode Available | 0 |
| DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings | Dec 10, 2021 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| Semantic Search as Extractive Paraphrase Span Detection | Dec 9, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 |
| FinRead: A Transfer Learning Based Tool to Assess Readability of Definitions of Financial Terms | Dec 1, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Contrastive Learning of Sentence Representations | Dec 1, 2021 | Contrastive LearningSemantic Similarity | —Unverified | 0 |
| S-SimCSE: Sampled Sub-networks for Contrastive Learning of Sentence Embedding | Nov 23, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking | Nov 16, 2021 | Entity LinkingEntity Retrieval | —Unverified | 0 |
| Discrete Wavelet Transform for Efficient Word Embeddings and Sentence Encoding | Nov 16, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Compressing Sentence Representation via Homomorphic Projective Distillation | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PromptBERT: Improving BERT Sentence Embeddings with Prompts | Nov 16, 2021 | DenoisingSemantic Similarity | —Unverified | 0 |