| ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction | Dec 2, 2021 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 2 |
| PeerQA: A Scientific Question Answering Dataset from Peer Reviews | Feb 19, 2025 | answerability predictionAnswer Generation | CodeCode Available | 1 |
| Preference Tuning For Toxicity Mitigation Generalizes Across Languages | Jun 23, 2024 | RetrievalSentence | CodeCode Available | 1 |
| Fast and Accurate Factual Inconsistency Detection Over Long Documents | Oct 19, 2023 | ChunkingNatural Language Inference | CodeCode Available | 1 |
| GERE: Generative Evidence Retrieval for Fact Verification | Apr 12, 2022 | Claim VerificationFact Verification | CodeCode Available | 1 |
| 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 |
| 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 |
| Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders | Aug 12, 2020 | Cross-Modal Information RetrievalCross-Modal Retrieval | CodeCode Available | 1 |
| XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization | Mar 24, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 1 |
| XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation | Jan 1, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 1 |
| Stacked Cross Attention for Image-Text Matching | Mar 21, 2018 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models | May 19, 2015 | Image DescriptionPhrase Grounding | CodeCode Available | 1 |
| sEEG-based Encoding for Sentence Retrieval: A Contrastive Learning Approach to Brain-Language Alignment | Apr 20, 2025 | Contrastive LearningSentence | —Unverified | 0 |
| TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification | Mar 19, 2025 | RetrievalSentence | —Unverified | 0 |
| Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings | Aug 8, 2024 | EEGEeg Decoding | —Unverified | 0 |
| Topicwise Separable Sentence Retrieval for Medical Report Generation | May 7, 2024 | DecoderDiagnostic | —Unverified | 0 |
| 3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-Highlighting | Apr 26, 2024 | Cross-Modal RetrievalRetrieval | CodeCode Available | 0 |
| SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings | Apr 25, 2024 | Contrastive LearningInformation Retrieval | —Unverified | 0 |
| M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval | Mar 21, 2024 | Contrastive LearningFact Verification | CodeCode Available | 0 |
| SPLADE-v3: New baselines for SPLADE | Mar 11, 2024 | Passage RetrievalSentence Retrieval | CodeCode Available | 0 |
| Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations | Jan 11, 2024 | Cross-Lingual TransferPretrained Multilingual Language Models | CodeCode Available | 0 |
| Soft Language Clustering for Multilingual Model Pre-training | Jun 13, 2023 | ClusteringCross-Lingual Transfer | —Unverified | 0 |
| Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs | May 22, 2023 | Multilingual NLPRetrieval | CodeCode Available | 0 |
| How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval | Feb 15, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Cross-modal Semantic Enhanced Interaction for Image-Sentence Retrieval | Oct 17, 2022 | cross-modal alignmentObject | —Unverified | 0 |
| ConTra: (Con)text (Tra)nsformer for Cross-Modal Video Retrieval | Oct 9, 2022 | RetrievalSentence | CodeCode Available | 0 |
| Massively Multilingual Lexical Specialization of Multilingual Transformers | Aug 1, 2022 | Bilingual Lexicon InductionRetrieval | —Unverified | 0 |
| Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval | Jun 7, 2022 | Language ModellingPassage Retrieval | CodeCode Available | 0 |
| EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning | May 31, 2022 | Contrastive LearningGenre classification | CodeCode Available | 0 |
| A Dataset for Sentence Retrieval for Open-Ended Dialogues | May 24, 2022 | Conversational SearchRetrieval | —Unverified | 0 |
| OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval | May 17, 2022 | Cross-Lingual TransferMachine Translation | —Unverified | 0 |
| When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? | Apr 26, 2022 | Machine TranslationNMT | —Unverified | 0 |
| Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure | Mar 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 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 |
| 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 |
| Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features | Jun 1, 2021 | Cross-Modal RetrievalImage Retrieval | —Unverified | 0 |
| Understanding the Impact of Evidence-Aware Sentence Selection for Fact Checking | Jun 1, 2021 | Claim VerificationFact Checking | CodeCode Available | 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 |
| VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation | Oct 30, 2020 | Language ModellingQuestion Answering | CodeCode Available | 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 |