| Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval | Mar 30, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations | Mar 30, 2022 | Meta-LearningNovel Concepts | —Unverified | 0 |
| Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis | Mar 30, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Worldwide city transport typology prediction with sentence-BERT based supervised learning via Wikipedia | Mar 29, 2022 | Sentence | —Unverified | 0 |
| Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition | Mar 29, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech Translation | Mar 29, 2022 | Binary ClassificationSegmentation | CodeCode Available | 4 |
| Representing 'how you say' with 'what you say': English corpus of focused speech and text reflecting corresponding implications | Mar 29, 2022 | SentenceTranslation | —Unverified | 0 |
| Improving Persian Relation Extraction Models by Data Augmentation | Mar 29, 2022 | Data AugmentationRelation | —Unverified | 0 |
| Discovering material information using hierarchical Reformer model on financial regulatory filings | Mar 28, 2022 | BIG-bench Machine LearningSentence | —Unverified | 0 |
| Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking | Mar 28, 2022 | Document ClassificationSentence | —Unverified | 0 |
| The SAME score: Improved cosine based bias score for word embeddings | Mar 28, 2022 | SentenceSentence Embeddings | —Unverified | 0 |
| Visual Abductive Reasoning | Mar 26, 2022 | BenchmarkingSentence | CodeCode Available | 1 |
| A Densely Connected Criss-Cross Attention Network for Document-level Relation Extraction | Mar 26, 2022 | Document-level Relation ExtractionLogical Reasoning | —Unverified | 0 |
| EmoCaps:Emotion Capsule based Model for Conversationl Emotion Recognition | Mar 25, 2022 | Emotion RecognitionEmotion Recognition in Conversation | —Unverified | 0 |
| Multimodal Pre-training Based on Graph Attention Network for Document Understanding | Mar 25, 2022 | document understandingGraph Attention | CodeCode Available | 1 |
| AUTOLEX: An Automatic Framework for Linguistic Exploration | Mar 25, 2022 | Sentence | —Unverified | 0 |
| Semi-Supervised Formality Style Transfer with Consistency Training | Mar 25, 2022 | Formality Style TransferSentence | CodeCode Available | 1 |
| EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition | Mar 25, 2022 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| Modeling Target-Side Morphology in Neural Machine Translation: A Comparison of Strategies | Mar 25, 2022 | DecoderLEMMA | —Unverified | 0 |
| Classifying Cyber-Risky Clinical Notes by Employing Natural Language Processing | Mar 24, 2022 | ClassificationDe-identification | —Unverified | 0 |
| minicons: Enabling Flexible Behavioral and Representational Analyses of Transformer Language Models | Mar 24, 2022 | BenchmarkingSentence | CodeCode Available | 1 |
| Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning | Mar 24, 2022 | DiversitySemantic correspondence | CodeCode Available | 1 |
| Towards Expressive Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis | Mar 23, 2022 | Expressive Speech SynthesisKnowledge Distillation | —Unverified | 0 |
| An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing | Mar 23, 2022 | Heuristic SearchSentence | —Unverified | 0 |
| Text Transformations in Contrastive Self-Supervised Learning: A Review | Mar 22, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
