| A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification | Oct 15, 2021 | ClassificationEntity Typing | —Unverified | 0 |
| The World of an Octopus: How Reporting Bias Influences a Language Model's Perception of Color | Oct 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Sparks: Inspiration for Science Writing using Language Models | Oct 14, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MIMICause: Representation and automatic extraction of causal relation types from clinical notes | Oct 14, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Spoken ObjectNet: A Bias-Controlled Spoken Caption Dataset | Oct 14, 2021 | Image RetrievalLanguage Modeling | CodeCode Available | 0 |
| bert2BERT: Towards Reusable Pretrained Language Models | Oct 14, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dict-BERT: Enhancing Language Model Pre-training with Dictionary | Oct 13, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| On Language Model Integration for RNN Transducer based Speech Recognition | Oct 13, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Maximizing Efficiency of Language Model Pre-training for Learning Representation | Oct 13, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-Modal Pre-Training for Automated Speech Recognition | Oct 12, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Småprat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning | Oct 12, 2021 | ChatbotLanguage Modeling | —Unverified | 0 |
| Deep Learning for Bias Detection: From Inception to Deployment | Oct 12, 2021 | Bias DetectionDeep Learning | —Unverified | 0 |
| Balancing Average and Worst-case Accuracy in Multitask Learning | Oct 12, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Breaking the Softmax Bottleneck for Sequential Recommender Systems with Dropout and Decoupling | Oct 11, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric | Oct 11, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems | Oct 11, 2021 | Causal Language ModelingDiversity | —Unverified | 0 |
| Unsupervised Neural Machine Translation with Generative Language Models Only | Oct 11, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition | Oct 11, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| On a Benefit of Mask Language Modeling: Robustness to Simplicity Bias | Oct 11, 2021 | Hate Speech DetectionLanguage Modeling | —Unverified | 0 |
| Automatic Text Extractive Summarization Based on Graph and Pre-trained Language Model Attention | Oct 10, 2021 | Extractive SummarizationLanguage Modeling | —Unverified | 0 |
| Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits | Oct 10, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE using Mel-spectrograms | Oct 8, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Back from the future: bidirectional CTC decoding using future information in speech recognition | Oct 7, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Confidence Estimation on Out-of-Domain Data for End-to-End Speech Recognition | Oct 7, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Beam Search with Bidirectional Strategies for Neural Response Generation | Oct 7, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| ABC: Attention with Bounded-memory Control | Oct 6, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition | Oct 6, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Cut the CARP: Fishing for zero-shot story evaluation | Oct 6, 2021 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Language Modeling using LMUs: 10x Better Data Efficiency or Improved Scaling Compared to Transformers | Oct 5, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition | Oct 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Attention Augmented Convolutional Transformer for Tabular Time-series | Oct 5, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Contextualized Semantic Distance between Highly Overlapped Texts | Oct 4, 2021 | Domain AdaptationLanguage Modeling | CodeCode Available | 0 |
| Leveraging Information Bottleneck for Scientific Document Summarization | Oct 4, 2021 | Document SummarizationLanguage Modeling | —Unverified | 0 |
| AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts | Oct 4, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Stochastic Anderson Mixing for Nonconvex Stochastic Optimization | Oct 4, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Span Labeling Approach for Vietnamese and Chinese Word Segmentation | Oct 1, 2021 | Chinese Word SegmentationLanguage Modeling | —Unverified | 0 |
| Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English with Transfer Learning | Oct 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens | Oct 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Generative Adversarial Networks based on Mixed-Attentions for Citation Intent Classification in Scientific Publications | Oct 1, 2021 | Citation Intent ClassificationClassification | —Unverified | 0 |
| Improving Punctuation Restoration for Speech Transcripts via External Data | Oct 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Study on Contextualized Language Modeling for Machine Reading Comprehension | Oct 1, 2021 | Ensemble LearningLanguage Modeling | —Unverified | 0 |
| Exploiting Low-Resource Code-Switching Data to Mandarin-English Speech Recognition Systems | Oct 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Focused Contrastive Training for Test-based Constituency Analysis | Sep 30, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deep Neural Compression Via Concurrent Pruning and Self-Distillation | Sep 30, 2021 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| DictFormer: Tiny Transformer with Shared Dictionary | Sep 29, 2021 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 |
| Generate, Annotate, and Learn: Generative Models Advance Self-Training and Knowledge Distillation | Sep 29, 2021 | Few-Shot LearningKnowledge Distillation | —Unverified | 0 |
| GenTAL: Generative Denoising Skip-gram Transformer for Unsupervised Binary Code Similarity Detection | Sep 29, 2021 | Contrastive LearningDenoising | —Unverified | 0 |
| Hierarchical Character Tagger for Short Text Spelling Error Correction | Sep 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Model Pre-training Improves Generalization in Policy Learning | Sep 29, 2021 | Decision MakingImitation Learning | —Unverified | 0 |
| A Step-Wise Weighting Approach for Controllable Text Generation | Sep 29, 2021 | AttributeLanguage Modeling | —Unverified | 0 |