| SkillRec: A Data-Driven Approach to Job Skill Recommendation for Career Insights | Feb 20, 2023 | SentenceSentence Embedding | —Unverified | 0 |
| Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE | Feb 18, 2023 | Contrastive LearningDenoising | —Unverified | 0 |
| LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation | Feb 16, 2023 | Knowledge DistillationSentence | —Unverified | 0 |
| Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence Embeddings | Jan 21, 2023 | Semantic CompositionSentence | —Unverified | 0 |
| Keyword Embeddings for Query Suggestion | Jan 19, 2023 | RetrievalSentence | —Unverified | 0 |
| SAIDS: A Novel Approach for Sentiment Analysis Informed of Dialect and Sarcasm | Jan 6, 2023 | Dialect IdentificationLanguage Modelling | —Unverified | 0 |
| Topic Segmentation Model Focusing on Local Context | Jan 5, 2023 | Information Retrievalmodel | —Unverified | 0 |
| Improving Continuous Sign Language Recognition with Consistency Constraints and Signer Removal | Dec 26, 2022 | DisentanglementSentence | CodeCode Available | 1 |
| Relational Sentence Embedding for Flexible Semantic Matching | Dec 17, 2022 | RelationSemantic Textual Similarity | CodeCode Available | 1 |
| MED-SE: Medical Entity Definition-based Sentence Embedding | Dec 9, 2022 | Contrastive LearningSemantic Textual Similarity | —Unverified | 0 |
| Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation | Dec 5, 2022 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 |
| CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation | Dec 4, 2022 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Zero-Shot Learning for Joint Intent and Slot Labeling | Nov 29, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi | Nov 21, 2022 | BenchmarkingMachine Translation | CodeCode Available | 0 |
| English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings | Nov 11, 2022 | Contrastive LearningRetrieval | CodeCode Available | 1 |
| miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings | Nov 9, 2022 | Contrastive LearningFew-Shot Learning | CodeCode Available | 1 |
| Preserving Semantics in Textual Adversarial Attacks | Nov 8, 2022 | Adversarial AttackSentence | CodeCode Available | 1 |
| Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding | Nov 7, 2022 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Using Large Pre-Trained Language Model to Assist FDA in Premarket Medical Device | Nov 3, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection | Nov 2, 2022 | Objectobject-detection | —Unverified | 0 |
| Legal Case Winning Party Prediction With Domain Specific Auxiliary Models | Nov 1, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| Very Low Resource Sentence Alignment: Luhya and Swahili | Oct 31, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework | Oct 30, 2022 | Domain AdaptationRepresentation Learning | CodeCode Available | 1 |
| Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource Languages | Oct 26, 2022 | SentenceSentence Embedding | —Unverified | 0 |
| Global Contrastive Batch Sampling via Optimization on Sample Permutations | Oct 23, 2022 | Code SearchContrastive Learning | CodeCode Available | 0 |
