| 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 |