| 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 |
| ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence | Jul 1, 2022 | Language ModelingLanguage Modelling | 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 |
| CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering | Jul 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Forecasting Future World Events with Neural Networks | Jun 30, 2022 | Decision MakingDiversity | CodeCode Available | 1 |
| Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations | Jun 30, 2022 | Language ModelingLanguage Modelling | 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 |
| SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders | Jun 21, 2022 | Language ModelingLanguage Modelling | 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 |
| 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 |
| 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 |
| Memory-Based Model Editing at Scale | Jun 13, 2022 | counterfactualDialogue Generation | 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 |
| ViHealthBERT: Pre-trained Language Models for Vietnamese in Health Text Mining | Jun 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ViHealthBERT: Pre-trained Language Models for Vietnamese in Health Text Mining | Jun 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PoliBERTweet: A Pre-trained Language Model for Analyzing Political Content on Twitter | Jun 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training | Jun 1, 2022 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 1 |
| hmBERT: Historical Multilingual Language Models for Named Entity Recognition | May 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Controllable Text Generation with Neurally-Decomposed Oracle | May 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Quark: Controllable Text Generation with Reinforced Unlearning | May 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Training and Inference on Any-Order Autoregressive Models the Right Way | May 26, 2022 | Image InpaintingLanguage Modeling | CodeCode Available | 1 |
| Gradient-Based Constrained Sampling from Language Models | May 25, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Multimodal Knowledge Alignment with Reinforcement Learning | May 25, 2022 | Audio captioningLanguage Modeling | CodeCode Available | 1 |
| Training Language Models with Memory Augmentation | May 25, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling | May 25, 2022 | Causal Language ModelingLanguage Modeling | CodeCode Available | 1 |
| Few-shot Reranking for Multi-hop QA via Language Model Prompting | May 25, 2022 | Language ModelingOpen-Domain Question Answering | CodeCode Available | 1 |
| NaturalProver: Grounded Mathematical Proof Generation with Language Models | May 25, 2022 | Automated Theorem ProvingLanguage Modeling | CodeCode Available | 1 |
| Prompt Tuning for Discriminative Pre-trained Language Models | May 23, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| BanglaNLG and BanglaT5: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla | May 23, 2022 | Conditional Text GenerationDialogue Generation | CodeCode Available | 1 |
| On Measuring Social Biases in Prompt-Based Multi-Task Learning | May 23, 2022 | FormLanguage Modeling | CodeCode Available | 1 |
| PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models | May 23, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Housekeep: Tidying Virtual Households using Commonsense Reasoning | May 22, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| The Geometry of Multilingual Language Model Representations | May 22, 2022 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| DeepStruct: Pretraining of Language Models for Structure Prediction | May 21, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Visually-Augmented Language Modeling | May 20, 2022 | Image RetrievalLanguage Modeling | CodeCode Available | 1 |
| KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation | May 20, 2022 | DiversityLanguage Modeling | CodeCode Available | 1 |
| RankGen: Improving Text Generation with Large Ranking Models | May 19, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages | May 13, 2022 | Graph AttentionLanguage Modeling | CodeCode Available | 1 |
