| Privacy, Interpretability, and Fairness in the Multilingual Space | Jan 16, 2022 | FairnessRetrieval | —Unverified | 0 |
| On Cross-Lingual Retrieval with Multilingual Text Encoders | Dec 21, 2021 | Cross-Lingual TransferRe-Ranking | CodeCode Available | 0 |
| Unsupervised Dense Information Retrieval with Contrastive Learning | Dec 16, 2021 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 1 |
| Large Dual Encoders Are Generalizable Retrievers | Dec 15, 2021 | Domain GeneralizationPassage Retrieval | CodeCode Available | 1 |
| ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction | Dec 2, 2021 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 2 |
| Is Cross-lingual Evaluation Only About Cross-lingual? | Nov 16, 2021 | RetrievalSentence | —Unverified | 0 |
| OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval | Nov 16, 2021 | Cross-Lingual TransferMachine Translation | —Unverified | 0 |
| Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding | Nov 1, 2021 | RetrievalSemantic Similarity | —Unverified | 0 |
| Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval | Nov 1, 2021 | Machine TranslationRetrieval | —Unverified | 0 |
| Structured Multi-modal Feature Embedding and Alignment for Image-Sentence Retrieval | Aug 5, 2021 | cross-modal alignmentRetrieval | —Unverified | 0 |
| Preserving Cross-Linguality of Pre-trained Models via Continual Learning | Aug 1, 2021 | Continual Learningnamed-entity-recognition | —Unverified | 0 |
| Understanding the Impact of Evidence-Aware Sentence Selection for Fact Checking | Jun 1, 2021 | Claim VerificationFact Checking | CodeCode Available | 0 |
| Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features | Jun 1, 2021 | Cross-Modal RetrievalImage Retrieval | —Unverified | 0 |
| Lightweight Cross-Lingual Sentence Representation Learning | May 28, 2021 | Contrastive LearningDocument Classification | CodeCode Available | 0 |
| Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval | Jan 21, 2021 | Cross-Lingual Word EmbeddingsRepresentation Learning | CodeCode Available | 0 |
| Similarity Reasoning and Filtration for Image-Text Matching | Jan 5, 2021 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages | Nov 8, 2020 | Genre classificationMultiple-choice | CodeCode Available | 1 |
| VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation | Oct 30, 2020 | Language ModellingQuestion Answering | —Unverified | 0 |
| Explicit Alignment Objectives for Multilingual Bidirectional Encoders | Oct 15, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 0 |
| A Review on Fact Extraction and Verification | Oct 6, 2020 | Claim VerificationFact Checking | CodeCode Available | 0 |
| BUTTER: A Representation Learning Framework for Bi-directional Music-Sentence Retrieval and Generation | Oct 1, 2020 | Representation LearningRetrieval | —Unverified | 0 |
| VECO: Variable Encoder-decoder Pre-training for Cross-lingual Understanding and Generation | Sep 28, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders | Aug 12, 2020 | Cross-Modal Information RetrievalCross-Modal Retrieval | CodeCode Available | 1 |
| Cross-lingual Retrieval for Iterative Self-Supervised Training | Jun 16, 2020 | Machine TranslationRetrieval | CodeCode Available | 0 |
| English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too | May 26, 2020 | Cross-Lingual TransferHellaSwag | —Unverified | 0 |