| LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling | Oct 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble | Oct 20, 2022 | Contrastive Learningintent-classification | CodeCode Available | 0 |
| Tele-Knowledge Pre-training for Fault Analysis | Oct 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Two-Turn Debate Doesn't Help Humans Answer Hard Reading Comprehension Questions | Oct 19, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Devil in Linear Transformer | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages | Oct 19, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TabLLM: Few-shot Classification of Tabular Data with Large Language Models | Oct 19, 2022 | ClassificationDeep Learning | CodeCode Available | 2 |
| Language Detoxification with Attribute-Discriminative Latent Space | Oct 19, 2022 | AttributeDialogue Generation | CodeCode Available | 0 |
| Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation | Oct 19, 2022 | Aspect-Based Sentiment Analysis (ABSA)Data Augmentation | CodeCode Available | 1 |
| Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Continued Pretraining for Better Zero- and Few-Shot Promptability | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters | Oct 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models | Oct 18, 2022 | DiversityLanguage Modeling | —Unverified | 0 |
| Aligning MAGMA by Few-Shot Learning and Finetuning | Oct 18, 2022 | Few-Shot LearningImage Captioning | —Unverified | 0 |
| Alibaba-Translate China's Submission for WMT 2022 Metrics Shared Task | Oct 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task | Oct 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis | Oct 18, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Systematicity in GPT-3's Interpretation of Novel English Noun Compounds | Oct 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks | Oct 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning | Oct 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CAN-BERT do it? Controller Area Network Intrusion Detection System based on BERT Language Model | Oct 17, 2022 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| Deep Bidirectional Language-Knowledge Graph Pretraining | Oct 17, 2022 | Common Sense ReasoningKnowledge Graphs | CodeCode Available | 2 |
| SGRAM: Improving Scene Graph Parsing via Abstract Meaning Representation | Oct 17, 2022 | Abstract Meaning RepresentationDependency Parsing | —Unverified | 0 |
| RARR: Researching and Revising What Language Models Say, Using Language Models | Oct 17, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |