| Scene Transformer: A unified architecture for predicting future trajectories of multiple agents | Sep 29, 2021 | Autonomous DrivingLanguage Modeling | —Unverified | 0 |
| Self-Distilled Pruning Of Neural Networks | Sep 29, 2021 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Transliteration: A Simple Technique For Improving Multilingual Language Modeling | Sep 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sparse Attention with Learning to Hash | Sep 29, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Selective Token Generation for Few-shot Language Modeling | Sep 29, 2021 | Data-to-Text GenerationLanguage Modeling | —Unverified | 0 |
| Pretrained Language Model in Continual Learning: A Comparative Study | Sep 29, 2021 | Continual LearningLanguage Modeling | —Unverified | 0 |
| Topic Aware Neural Language Model: Domain Adaptation of Unconditional Text Generation Models | Sep 29, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Offline Reinforcement Learning for Large Scale Language Action Spaces | Sep 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| AutoCoG: A Unified Data-Modal Co-Search Framework for Graph Neural Networks | Sep 29, 2021 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| DictFormer: Tiny Transformer with Shared Dictionary | Sep 29, 2021 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 |
| A Step-Wise Weighting Approach for Controllable Text Generation | Sep 29, 2021 | AttributeLanguage Modeling | —Unverified | 0 |
| Language Model Pre-training Improves Generalization in Policy Learning | Sep 29, 2021 | Decision MakingImitation Learning | —Unverified | 0 |
| Improving Non-Autoregressive Translation Models Without Distillation | Sep 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Image BERT Pre-training with Online Tokenizer | Sep 29, 2021 | image-classificationImage Classification | —Unverified | 0 |
| How to Adapt Your Large-Scale Vision-and-Language Model | Sep 29, 2021 | image-classificationImage Classification | —Unverified | 0 |
| BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief | Sep 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hierarchical Character Tagger for Short Text Spelling Error Correction | Sep 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Private Language Model Adaptation for Speech Recognition | Sep 28, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Factorized Neural Transducer for Efficient Language Model Adaptation | Sep 27, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event Extraction | Sep 27, 2021 | Event ExtractionLanguage Modeling | CodeCode Available | 1 |
| FQuAD2.0: French Question Answering and knowing that you know nothing | Sep 27, 2021 | ArticlesFQuAD | —Unverified | 0 |
| Extracting and Inferring Personal Attributes from Dialogue | Sep 26, 2021 | AttributeLanguage Modeling | CodeCode Available | 1 |
| XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge | Sep 26, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning to Selectively Learn for Weakly-supervised Paraphrase Generation | Sep 25, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DziriBERT: a Pre-trained Language Model for the Algerian Dialect | Sep 25, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Language Model Priming for Cross-Lingual Event Extraction | Sep 25, 2021 | Event ExtractionLanguage Modeling | —Unverified | 0 |
| Identification of Enzymatic Active Sites with Unsupervised Language Modeling | Sep 24, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Predicting Attention Sparsity in Transformers | Sep 24, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| MLIM: Vision-and-Language Model Pre-training with Masked Language and Image Modeling | Sep 24, 2021 | Image ReconstructionLanguage Modeling | —Unverified | 0 |
| A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification | Sep 24, 2021 | Data AugmentationDiversity | —Unverified | 0 |
| Cross-Lingual Language Model Meta-Pretraining | Sep 23, 2021 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| LSTM Hyper-Parameter Selection for Malware Detection: Interaction Effects and Hierarchical Selection Approach | Sep 23, 2021 | Intrusion DetectionLanguage Modeling | —Unverified | 0 |
| Zero-Shot Information Extraction as a Unified Text-to-Triple Translation | Sep 23, 2021 | Factual probeLanguage Modeling | CodeCode Available | 1 |
| Low-Latency Incremental Text-to-Speech Synthesis with Distilled Context Prediction Network | Sep 22, 2021 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| BFClass: A Backdoor-free Text Classification Framework | Sep 22, 2021 | Backdoor AttackClassification | —Unverified | 0 |
| Pix2seq: A Language Modeling Framework for Object Detection | Sep 22, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Distilling Relation Embeddings from Pre-trained Language Models | Sep 21, 2021 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| Learning Domain Specific Language Models for Automatic Speech Recognition through Machine Translation | Sep 21, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets | Sep 21, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| The Trade-offs of Domain Adaptation for Neural Language Models | Sep 21, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models | Sep 21, 2021 | Handwritten Text RecognitionLanguage Modeling | CodeCode Available | 1 |
| Influence of ASR and Language Model on Alzheimer's Disease Detection | Sep 20, 2021 | Alzheimer's Disease DetectionLanguage Modeling | —Unverified | 0 |
| JobBERT: Understanding Job Titles through Skills | Sep 20, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning Natural Language Generation from Scratch | Sep 20, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adversarial Training with Contrastive Learning in NLP | Sep 19, 2021 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition | Sep 19, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multilingual Molecular Representation Learning via Contrastive Pre-training | Sep 18, 2021 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| BART-light: One Decoder Layer Is Enough | Sep 17, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| Commonsense Knowledge-Augmented Pretrained Language Models for Causal Reasoning Classification | Sep 17, 2021 | ClassificationCommonsense Causal Reasoning | —Unverified | 0 |
| Machine Reading Comprehension: Generative or Extractive Reader? | Sep 17, 2021 | DecoderLanguage Modeling | —Unverified | 0 |