| Matching with Text Data: An Experimental Evaluation of Methods for Matching Documents and of Measuring Match Quality | Jan 2, 2018 | ArticlesCausal Inference | CodeCode Available | 0 | 5 |
| A Dual-way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking | Dec 19, 2023 | Entity LinkingText Matching | CodeCode Available | 0 | 5 |
| MatchZoo: A Learning, Practicing, and Developing System for Neural Text Matching | May 24, 2019 | Information RetrievalQuestion Answering | CodeCode Available | 0 | 5 |
| MatchZoo: A Toolkit for Deep Text Matching | Jul 23, 2017 | Ad-Hoc Information RetrievalInformation Retrieval | CodeCode Available | 0 | 5 |
| A Study of MatchPyramid Models on Ad-hoc Retrieval | Jun 15, 2016 | Machine TranslationParaphrase Identification | CodeCode Available | 0 | 5 |
| Learning Fine-grained Fact-Article Correspondence in Legal Cases | Apr 21, 2021 | ArticlesText Matching | CodeCode Available | 0 | 5 |
| Learning fragment self-attention embeddings for image-text matching | Oct 1, 2019 | Image-text matchingSentence | CodeCode Available | 0 | 5 |
| Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval | May 24, 2023 | Document RankingInformation Retrieval | CodeCode Available | 0 | 5 |
| DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation | Oct 10, 2024 | cognitive diagnosisContrastive Learning | CodeCode Available | 0 | 5 |
| TIGEr: Text-to-Image Grounding for Image Caption Evaluation | Sep 4, 2019 | Image CaptioningText Matching | CodeCode Available | 0 | 5 |
| Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP | Jan 1, 2024 | Backdoor AttackContrastive Learning | CodeCode Available | 0 | 5 |
| Dissecting Deep Metric Learning Losses for Image-Text Retrieval | Oct 21, 2022 | Cross-Modal RetrievalImage-text matching | CodeCode Available | 0 | 5 |
| Document Similarity for Texts of Varying Lengths via Hidden Topics | Mar 26, 2019 | Text Matching | CodeCode Available | 0 | 5 |
| Learning Corresponded Rationales for Text Matching | Sep 27, 2018 | Natural Language InferenceQuestion Answering | —Unverified | 0 | 0 |
| Towards Grounded Visual Spatial Reasoning in Multi-Modal Vision Language Models | Aug 18, 2023 | Image-text matchingObject Localization | —Unverified | 0 | 0 |
| Learning From Noisy Correspondence With Tri-Partition for Cross-Modal Matching | Sep 22, 2023 | Cross-modal retrieval with noisy correspondenceMemorization | —Unverified | 0 | 0 |
| VL-NMS: Breaking Proposal Bottlenecks in Two-Stage Visual-Language Matching | May 12, 2021 | Image-text matchingReferring Expression | —Unverified | 0 | 0 |
| Learning Textual Prompts for Open-World Semi-Supervised Learning | Jan 1, 2025 | Image-text matchingOpen-World Semi-Supervised Learning | —Unverified | 0 | 0 |
| Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network | Sep 25, 2020 | Text Matching | —Unverified | 0 | 0 |
| Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching | Dec 30, 2018 | Information RetrievalNatural Language Inference | —Unverified | 0 | 0 |
| Toward the Understanding of Deep Text Matching Models for Information Retrieval | Aug 16, 2021 | Information RetrievalRetrieval | —Unverified | 0 | 0 |
| Tracing Influence at Scale: A Contrastive Learning Approach to Linking Public Comments and Regulator Responses | Nov 24, 2023 | Contrastive LearningLanguage Modeling | —Unverified | 0 | 0 |
| Leveraging Entanglement Entropy for Deep Understanding of Attention Matrix in Text Matching | Sep 25, 2019 | Inductive BiasQuestion Answering | —Unverified | 0 | 0 |
| Leveraging Search History for Improving Person-Job Fit | Mar 27, 2022 | Text Matching | —Unverified | 0 | 0 |
| LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image Segmentation | Apr 20, 2025 | AttributeImage Segmentation | —Unverified | 0 | 0 |
| LICD: A Language-Independent Approach for Aspect Category Detection | Apr 7, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 | 0 |
| A Concept-Centric Approach to Multi-Modality Learning | Dec 18, 2024 | Image-text matchingQuestion Answering | —Unverified | 0 | 0 |
| Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce | Jun 14, 2018 | ChatbotText Matching | —Unverified | 0 | 0 |
| Macroscopic Control of Text Generation for Image Captioning | Jan 20, 2021 | DiversityImage Captioning | —Unverified | 0 | 0 |
| Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems | Apr 2, 2024 | Machine TranslationRetrieval | —Unverified | 0 | 0 |
| MASS: Overcoming Language Bias in Image-Text Matching | Jan 20, 2025 | Image-text matchingImage-text Retrieval | —Unverified | 0 | 0 |
| Two-stream Hierarchical Similarity Reasoning for Image-text Matching | Mar 10, 2022 | Image-text matchingImage to text | —Unverified | 0 | 0 |
| Matching Text with Deep Mutual Information Estimation | Mar 9, 2020 | Answer SelectionMutual Information Estimation | —Unverified | 0 | 0 |
| Medical Concept Normalization in User Generated Texts by Learning Target Concept Embeddings | Jun 7, 2020 | General ClassificationMedical Concept Normalization | —Unverified | 0 | 0 |
| UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training | Apr 1, 2021 | Image-text matchingImage-text Retrieval | —Unverified | 0 | 0 |
| Multimodal Matching-aware Co-attention Networks with Mutual Knowledge Distillation for Fake News Detection | Dec 12, 2022 | Fake News DetectionImage-text matching | —Unverified | 0 | 0 |
| UFO: A UniFied TransfOrmer for Vision-Language Representation Learning | Nov 19, 2021 | Image CaptioningImage-text matching | —Unverified | 0 | 0 |
| Modality-Balanced Embedding for Video Retrieval | Apr 18, 2022 | RetrievalText Matching | —Unverified | 0 | 0 |
| Dynamic Visual Semantic Sub-Embeddings and Fast Re-Ranking | Sep 15, 2023 | Image-text matchingRe-Ranking | —Unverified | 0 | 0 |
| More Than Just Attention: Improving Cross-Modal Attentions with Contrastive Constraints for Image-Text Matching | Nov 16, 2021 | Contrastive LearningImage-text matching | —Unverified | 0 | 0 |
| More Than Just Attention: Improving Cross-Modal Attentions with Contrastive Constraints for Image-Text Matching | May 20, 2021 | Contrastive LearningCross-Modal Retrieval | —Unverified | 0 | 0 |
| MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations | Mar 2, 2025 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Uncertainty-based Cross-Modal Retrieval with Probabilistic Representations | Apr 20, 2022 | Cross-Modal RetrievalImage Retrieval | —Unverified | 0 | 0 |
| Multi-Head Attention Driven Dynamic Visual-Semantic Embedding for Enhanced Image-Text Matching | Dec 26, 2024 | Image-text matchingText Matching | —Unverified | 0 | 0 |
| Multi-Intent Attribute-Aware Text Matching in Searching | Feb 12, 2024 | AttributeText Matching | —Unverified | 0 | 0 |
| Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation | Dec 10, 2021 | Image-text matchingImage-text Retrieval | —Unverified | 0 | 0 |
| Multi-Modal Representation Learning with Text-Driven Soft Masks | Apr 3, 2023 | Contrastive LearningData Augmentation | —Unverified | 0 | 0 |
| Multiresolution Graph Attention Networks for Relevance Matching | Feb 27, 2019 | Graph AttentionInformation Retrieval | —Unverified | 0 | 0 |
| MURAL: Multimodal, Multitask Representations Across Languages | Nov 1, 2021 | Cross-Modal RetrievalImage-text matching | —Unverified | 0 | 0 |
| MURAL: Multimodal, Multitask Retrieval Across Languages | Sep 10, 2021 | Cross-Modal RetrievalImage-text matching | —Unverified | 0 | 0 |