| Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation | Dec 10, 2021 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction | Dec 8, 2021 | Text Matching | —Unverified | 0 |
| Embedding Arithmetic of Multimodal Queries for Image Retrieval | Dec 6, 2021 | Image RetrievalImage-text matching | —Unverified | 0 |
| UFO: A UniFied TransfOrmer for Vision-Language Representation Learning | Nov 19, 2021 | Image CaptioningImage-text matching | —Unverified | 0 |
| Semantic Matching from Different Perspectives | Nov 16, 2021 | SentenceText Matching | —Unverified | 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 |
| MURAL: Multimodal, Multitask Representations Across Languages | Nov 1, 2021 | Cross-Modal RetrievalImage-text matching | —Unverified | 0 |
| SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training | Oct 20, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CLIP4Caption: CLIP for Video Caption | Oct 13, 2021 | DecoderSentence | —Unverified | 0 |
| TAG: Toward Accurate Social Media Content Tagging with a Concept Graph | Oct 13, 2021 | Dependency ParsingGraph Matching | —Unverified | 0 |
| Is An Image Worth Five Sentences? A New Look into Semantics for Image-Text Matching | Oct 6, 2021 | Image CaptioningImage-text matching | —Unverified | 0 |
| Protagonists' Tagger in Literary Domain -- New Datasets and a Method for Person Entity Linkage | Oct 4, 2021 | Entity Disambiguationnamed-entity-recognition | —Unverified | 0 |
| K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering | Sep 22, 2021 | CPUKnowledge Distillation | —Unverified | 0 |
| MURAL: Multimodal, Multitask Retrieval Across Languages | Sep 10, 2021 | Cross-Modal RetrievalImage-text matching | —Unverified | 0 |
| Supervised Contrastive Learning for Interpretable Long-Form Document Matching | Aug 20, 2021 | ArticlesContrastive Learning | CodeCode Available | 0 |
| Toward the Understanding of Deep Text Matching Models for Information Retrieval | Aug 16, 2021 | Information RetrievalRetrieval | —Unverified | 0 |
| Hashing based Efficient Inference for Image-Text Matching | Aug 1, 2021 | Image-text matchingText Matching | —Unverified | 0 |
| A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models | Jun 25, 2021 | Passage Re-RankingPassage Retrieval | CodeCode Available | 0 |
| A Self-Boosting Framework for Automated Radiographic Report Generation | Jun 19, 2021 | Image CaptioningImage-text matching | —Unverified | 0 |
| Step-Wise Hierarchical Alignment Network for Image-Text Matching | Jun 11, 2021 | Image-text matchingText Matching | —Unverified | 0 |
| Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features | Jun 1, 2021 | Cross-Modal RetrievalImage Retrieval | —Unverified | 0 |
| TITA: A Two-stage Interaction and Topic-Aware Text Matching Model | Jun 1, 2021 | Text MatchingVocal Bursts Valence Prediction | —Unverified | 0 |
| An Emotional Comfort Framework for Improving User Satisfaction in E-Commerce Customer Service Chatbots | Jun 1, 2021 | Answer SelectionEmotion Classification | —Unverified | 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 |
| Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval | May 16, 2021 | Graph GenerationImage Captioning | —Unverified | 0 |
| VL-NMS: Breaking Proposal Bottlenecks in Two-Stage Visual-Language Matching | May 12, 2021 | Image-text matchingReferring Expression | —Unverified | 0 |
| Discrete-continuous Action Space Policy Gradient-based Attention for Image-Text Matching | Apr 21, 2021 | Image-text matchingText Matching | —Unverified | 0 |
| Learning Fine-grained Fact-Article Correspondence in Legal Cases | Apr 21, 2021 | ArticlesText Matching | CodeCode Available | 0 |
| Context-Aware Interaction Network for Question Matching | Apr 17, 2021 | SentenceText Matching | —Unverified | 0 |
| UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training | Apr 1, 2021 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| Hierarchical Similarity Learning for Language-based Product Image Retrieval | Feb 18, 2021 | Image RetrievalRetrieval | CodeCode Available | 0 |
| Macroscopic Control of Text Generation for Image Captioning | Jan 20, 2021 | DiversityImage Captioning | —Unverified | 0 |
| COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language Representation | Jan 1, 2021 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 0 |
| BURT: BERT-inspired Universal Representation from Learning Meaningful Segment | Dec 28, 2020 | Information RetrievalQuestion Answering | —Unverified | 0 |
| A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews | Dec 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text | Dec 18, 2020 | Text Matching | —Unverified | 0 |
| FASTMATCH: Accelerating the Inference of BERT-based Text Matching | Dec 1, 2020 | Text Matching | —Unverified | 0 |
| Improving Passage Re-Ranking with Word N-Gram Aware Coattention Encoder | Dec 1, 2020 | Passage RankingPassage Re-Ranking | —Unverified | 0 |
| Enhanced Sentence Alignment Network for Efficient Short Text Matching | Nov 1, 2020 | SentenceText Matching | —Unverified | 0 |
| Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains | Oct 15, 2020 | Text Matching | CodeCode Available | 0 |
| DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling | Oct 7, 2020 | Knowledge DistillationQuestion Answering | —Unverified | 0 |
| Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging | Oct 6, 2020 | Image ClassificationImage-text matching | —Unverified | 0 |
| Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network | Sep 25, 2020 | Text Matching | —Unverified | 0 |
| Characterizing drug mentions in COVID-19 Twitter Chatter | Jul 20, 2020 | Text Matching | —Unverified | 0 |
| Neural Graph Matching Networks for Chinese Short Text Matching | Jul 1, 2020 | Chinese Word SegmentationGraph Matching | —Unverified | 0 |
| Medical Concept Normalization in User Generated Texts by Learning Target Concept Embeddings | Jun 7, 2020 | General ClassificationMedical Concept Normalization | —Unverified | 0 |
| A Multi-Perspective Architecture for Semantic Code Search | May 6, 2020 | Code SearchText Matching | —Unverified | 0 |
| A Novel Attention-based Aggregation Function to Combine Vision and Language | Apr 27, 2020 | General ClassificationImage Captioning | —Unverified | 0 |
| Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching | Apr 26, 2020 | ClusteringForm | CodeCode Available | 0 |
| TCNN: Triple Convolutional Neural Network Models for Retrieval-based Question Answering System in E-commerce | Apr 23, 2020 | Information RetrievalQuestion Answering | —Unverified | 0 |