| Clover: Towards A Unified Video-Language Alignment and Fusion Model | Jul 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications | Jul 8, 2022 | Binary ClassificationLanguage Modeling | CodeCode Available | 1 |
| Probing via Prompting | Jul 4, 2022 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| CoMPM: Context Modeling with Speaker’s Pre-trained Memory Tracking for Emotion Recognition in Conversation | Jul 1, 2022 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 |
| ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations | Jun 30, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Forecasting Future World Events with Neural Networks | Jun 30, 2022 | Decision MakingDiversity | CodeCode Available | 1 |
| Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation | Jun 28, 2022 | Entity TypingLanguage Modeling | CodeCode Available | 1 |
| Distilling a Pretrained Language Model to a Multilingual ASR Model | Jun 25, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data | Jun 22, 2022 | Causal Language ModelingLanguage Modeling | CodeCode Available | 1 |
| BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing | Jun 21, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Automatic Controllable Product Copywriting for E-Commerce | Jun 21, 2022 | Aspect ExtractionLanguage Modeling | CodeCode Available | 1 |
| Questions Are All You Need to Train a Dense Passage Retriever | Jun 21, 2022 | AllDenoising | CodeCode Available | 1 |
| SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders | Jun 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction | Jun 20, 2022 | Drug DiscoveryLanguage Modeling | CodeCode Available | 1 |
| Zero-Shot Video Question Answering via Frozen Bidirectional Language Models | Jun 16, 2022 | Fill MaskLanguage Modeling | CodeCode Available | 1 |
| Write and Paint: Generative Vision-Language Models are Unified Modal Learners | Jun 15, 2022 | Image GenerationImage to text | CodeCode Available | 1 |
| LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling | Jun 14, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Memory-Based Model Editing at Scale | Jun 13, 2022 | counterfactualDialogue Generation | CodeCode Available | 1 |
| Efficient recurrent architectures through activity sparsity and sparse back-propagation through time | Jun 13, 2022 | Gesture RecognitionLanguage Modeling | CodeCode Available | 1 |
| JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding | Jun 13, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SsciBERT: A Pre-trained Language Model for Social Science Texts | Jun 9, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives | Jun 6, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| Pretrained Models for Multilingual Federated Learning | Jun 6, 2022 | Federated LearningLanguage Modeling | CodeCode Available | 1 |
