| Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning | Apr 29, 2020 | Continual Learningnamed-entity-recognition | —Unverified | 0 |
| Learning to Scale Multilingual Representations for Vision-Language Tasks | Apr 9, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization | Mar 24, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 1 |
| MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers | Feb 25, 2020 | Sentence RetrievalZero-shot Text Search | —Unverified | 0 |
| XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation | Jan 1, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 1 |
| Robust Cross-lingual Embeddings from Parallel Sentences | Dec 28, 2019 | Cross-Lingual Document ClassificationCross-Lingual Word Embeddings | CodeCode Available | 0 |
| Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning | Nov 9, 2019 | Machine TranslationRepresentation Learning | —Unverified | 0 |
| How Language-Neutral is Multilingual BERT? | Nov 8, 2019 | RetrievalSentence | CodeCode Available | 0 |
| SEAGLE: A Platform for Comparative Evaluation of Semantic Encoders for Information Retrieval | Nov 1, 2019 | Information RetrievalRetrieval | —Unverified | 0 |
| Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation | Nov 1, 2019 | RetrievalSentence | —Unverified | 0 |
| Team GPLSI. Approach for automated fact checking | Nov 1, 2019 | ArticlesFact Checking | —Unverified | 0 |
| MULE: Multimodal Universal Language Embedding | Sep 8, 2019 | Data AugmentationMachine Translation | —Unverified | 0 |
| Parallel Sentence Retrieval From Comparable Corpora for Biomedical Text Simplification | Sep 1, 2019 | Binary ClassificationRetrieval | —Unverified | 0 |
| Language Features Matter: Effective Language Representations for Vision-Language Tasks | Aug 17, 2019 | Image CaptioningLanguage Modelling | —Unverified | 0 |
| Grammatical-Error-Aware Incorrect Example Retrieval System for Learners of Japanese as a Second Language | Aug 1, 2019 | Grammatical Error DetectionRetrieval | —Unverified | 0 |
| Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification | Nov 1, 2018 | Entity LinkingNatural Language Inference | —Unverified | 0 |
| UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF) | Nov 1, 2018 | Information RetrievalNatural Language Inference | —Unverified | 0 |
| Stacked Cross Attention for Image-Text Matching | Mar 21, 2018 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 1 |
| Disjoint Multi-task Learning between Heterogeneous Human-centric Tasks | Feb 14, 2018 | Action ClassificationGeneral Classification | —Unverified | 0 |
| Suggesting Sentences for ESL using Kernel Embeddings | Dec 1, 2017 | RetrievalSemantic Textual Similarity | —Unverified | 0 |
| Learning Two-Branch Neural Networks for Image-Text Matching Tasks | Apr 11, 2017 | Image-text matchingRetrieval | CodeCode Available | 0 |
| Learning Joint Representations of Videos and Sentences with Web Image Search | Aug 8, 2016 | Image RetrievalNatural Language Queries | —Unverified | 0 |
| Image Captioning with Deep Bidirectional LSTMs | Apr 4, 2016 | Caption GenerationData Augmentation | CodeCode Available | 0 |
| Automatic Concept Discovery from Parallel Text and Visual Corpora | Sep 24, 2015 | RetrievalSentence | —Unverified | 0 |
| Mind's Eye: A Recurrent Visual Representation for Image Caption Generation | Jun 1, 2015 | Caption GenerationImage Description | —Unverified | 0 |
| Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models | May 19, 2015 | Image DescriptionPhrase Grounding | CodeCode Available | 1 |
| Multimodal Convolutional Neural Networks for Matching Image and Sentence | Apr 23, 2015 | RetrievalSentence | CodeCode Available | 0 |
| Learning a Recurrent Visual Representation for Image Caption Generation | Nov 20, 2014 | Caption GenerationImage Retrieval | —Unverified | 0 |
| Deep Fragment Embeddings for Bidirectional Image Sentence Mapping | Jun 22, 2014 | Referring Expression ComprehensionRetrieval | —Unverified | 0 |
| Task Alternation in Parallel Sentence Retrieval for Twitter Translation | Aug 1, 2013 | Information RetrievalLanguage Modelling | —Unverified | 0 |
| Approximate Sentence Retrieval for Scalable and Efficient Example-Based Machine Translation | Dec 1, 2012 | Information RetrievalLanguage Modelling | —Unverified | 0 |
| Answer Sentence Retrieval by Matching Dependency Paths acquired from Question/Answer Sentence Pairs | Apr 1, 2012 | Information RetrievalQuestion Answering | —Unverified | 0 |