| ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction | Dec 2, 2021 | Information RetrievalOpen-Domain Question Answering | CodeCode Available | 2 | 5 |
| GERE: Generative Evidence Retrieval for Fact Verification | Apr 12, 2022 | Claim VerificationFact Verification | CodeCode Available | 1 | 5 |
| Stacked Cross Attention for Image-Text Matching | Mar 21, 2018 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 | 5 |
| Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models | May 19, 2015 | Image DescriptionPhrase Grounding | CodeCode Available | 1 | 5 |
| Similarity Reasoning and Filtration for Image-Text Matching | Jan 5, 2021 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 | 5 |
| Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders | Aug 12, 2020 | Cross-Modal Information RetrievalCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| Preference Tuning For Toxicity Mitigation Generalizes Across Languages | Jun 23, 2024 | RetrievalSentence | CodeCode Available | 1 | 5 |
| PeerQA: A Scientific Question Answering Dataset from Peer Reviews | Feb 19, 2025 | answerability predictionAnswer Generation | CodeCode Available | 1 | 5 |
| Fast and Accurate Factual Inconsistency Detection Over Long Documents | Oct 19, 2023 | ChunkingNatural Language Inference | CodeCode Available | 1 | 5 |
| XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation | Jan 1, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 1 | 5 |
| Large Dual Encoders Are Generalizable Retrievers | Dec 15, 2021 | Domain GeneralizationPassage Retrieval | CodeCode Available | 1 | 5 |
| XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization | Mar 24, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 1 | 5 |
| IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages | Nov 8, 2020 | Genre classificationMultiple-choice | CodeCode Available | 1 | 5 |
| Unsupervised Dense Information Retrieval with Contrastive Learning | Dec 16, 2021 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 1 | 5 |
| Learning Two-Branch Neural Networks for Image-Text Matching Tasks | Apr 11, 2017 | Image-text matchingRetrieval | CodeCode Available | 0 | 5 |
| 3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-Highlighting | Apr 26, 2024 | Cross-Modal RetrievalRetrieval | CodeCode Available | 0 | 5 |
| ConTra: (Con)text (Tra)nsformer for Cross-Modal Video Retrieval | Oct 9, 2022 | RetrievalSentence | CodeCode Available | 0 | 5 |
| Cross-lingual Retrieval for Iterative Self-Supervised Training | Jun 16, 2020 | Machine TranslationRetrieval | CodeCode Available | 0 | 5 |
| Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs | May 22, 2023 | Multilingual NLPRetrieval | CodeCode Available | 0 | 5 |
| Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations | Jan 11, 2024 | Cross-Lingual TransferPretrained Multilingual Language Models | CodeCode Available | 0 | 5 |
| EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning | May 31, 2022 | Contrastive LearningGenre classification | CodeCode Available | 0 | 5 |
| Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval | Jan 21, 2021 | Cross-Lingual Word EmbeddingsRepresentation Learning | CodeCode Available | 0 | 5 |
| Explicit Alignment Objectives for Multilingual Bidirectional Encoders | Oct 15, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 0 | 5 |
| A Review on Fact Extraction and Verification | Oct 6, 2020 | Claim VerificationFact Checking | CodeCode Available | 0 | 5 |
| How Language-Neutral is Multilingual BERT? | Nov 8, 2019 | RetrievalSentence | CodeCode Available | 0 | 5 |
| How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval | Feb 15, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 0 | 5 |
| Image Captioning with Deep Bidirectional LSTMs | Apr 4, 2016 | Caption GenerationData Augmentation | CodeCode Available | 0 | 5 |
| MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers | Feb 25, 2020 | Sentence RetrievalZero-shot Text Search | CodeCode Available | 0 | 5 |
| Lightweight Cross-Lingual Sentence Representation Learning | May 28, 2021 | Contrastive LearningDocument Classification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Multimodal Convolutional Neural Networks for Matching Image and Sentence | Apr 23, 2015 | RetrievalSentence | CodeCode Available | 0 | 5 |
| On Cross-Lingual Retrieval with Multilingual Text Encoders | Dec 21, 2021 | Cross-Lingual TransferRe-Ranking | CodeCode Available | 0 | 5 |
| Robust Cross-lingual Embeddings from Parallel Sentences | Dec 28, 2019 | Cross-Lingual Document ClassificationCross-Lingual Word Embeddings | CodeCode Available | 0 | 5 |
| SPLADE-v3: New baselines for SPLADE | Mar 11, 2024 | Passage RetrievalSentence Retrieval | CodeCode Available | 0 | 5 |
| Understanding the Impact of Evidence-Aware Sentence Selection for Fact Checking | Jun 1, 2021 | Claim VerificationFact Checking | CodeCode Available | 0 | 5 |
| Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval | Jun 7, 2022 | Language ModellingPassage Retrieval | CodeCode Available | 0 | 5 |
| VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation | Oct 30, 2020 | Language ModellingQuestion Answering | CodeCode Available | 0 | 5 |
| Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure | Mar 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Learning a Recurrent Visual Representation for Image Caption Generation | Nov 20, 2014 | Caption GenerationImage Retrieval | —Unverified | 0 | 0 |
| Learning Joint Representations of Videos and Sentences with Web Image Search | Aug 8, 2016 | Image RetrievalNatural Language Queries | —Unverified | 0 | 0 |
| Learning to Scale Multilingual Representations for Vision-Language Tasks | Apr 9, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Approximate Sentence Retrieval for Scalable and Efficient Example-Based Machine Translation | Dec 1, 2012 | Information RetrievalLanguage Modelling | —Unverified | 0 | 0 |
| TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification | Mar 19, 2025 | RetrievalSentence | —Unverified | 0 | 0 |
| UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF) | Nov 1, 2018 | Information RetrievalNatural Language Inference | —Unverified | 0 | 0 |
| Mind's Eye: A Recurrent Visual Representation for Image Caption Generation | Jun 1, 2015 | Caption GenerationImage Description | —Unverified | 0 | 0 |
| MULE: Multimodal Universal Language Embedding | Sep 8, 2019 | Data AugmentationMachine Translation | —Unverified | 0 | 0 |
| When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? | Apr 26, 2022 | Machine TranslationNMT | —Unverified | 0 | 0 |
| Answer Sentence Retrieval by Matching Dependency Paths acquired from Question/Answer Sentence Pairs | Apr 1, 2012 | Information RetrievalQuestion Answering | —Unverified | 0 | 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 | 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 | 0 |