| Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models | Sep 20, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Probabilistic Generative Transformer Language models for Generative Design of Molecules | Sep 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding | Sep 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach | Sep 15, 2022 | DiversityLanguage Modeling | CodeCode Available | 1 |
| TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter | Sep 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM | Sep 8, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| ASR2K: Speech Recognition for Around 2000 Languages without Audio | Sep 6, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| TransPolymer: a Transformer-based language model for polymer property predictions | Sep 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FOLIO: Natural Language Reasoning with First-Order Logic | Sep 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval | Aug 31, 2022 | CPUDecoder | CodeCode Available | 1 |
| Learning from Unlabeled 3D Environments for Vision-and-Language Navigation | Aug 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model | Aug 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prompting as Probing: Using Language Models for Knowledge Base Construction | Aug 23, 2022 | Knowledge Base ConstructionLanguage Modeling | CodeCode Available | 1 |
| Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies | Aug 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CoditT5: Pretraining for Source Code and Natural Language Editing | Aug 10, 2022 | Bug fixingLanguage Modeling | CodeCode Available | 1 |
| Controlling Perceived Emotion in Symbolic Music Generation with Monte Carlo Tree Search | Aug 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| GRIT-VLP: Grouped Mini-batch Sampling for Efficient Vision and Language Pre-training | Aug 8, 2022 | Image-text matchingLanguage Modeling | CodeCode Available | 1 |
| Composable Text Controls in Latent Space with ODEs | Aug 1, 2022 | AttributeLanguage Modeling | CodeCode Available | 1 |
| Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval | Jul 31, 2022 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation | Jul 27, 2022 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 |
| Training Effective Neural Sentence Encoders from Automatically Mined Paraphrases | Jul 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Mandarin Speech Recogntion with Block-augmented Transformer | Jul 24, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Zero-Shot Video Captioning with Evolving Pseudo-Tokens | Jul 22, 2022 | Image CaptioningImage-text matching | CodeCode Available | 1 |
| Unsupervised pre-training of graph transformers on patient population graphs | Jul 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Label2Label: A Language Modeling Framework for Multi-Attribute Learning | Jul 18, 2022 | AttributeClothing Attribute Recognition | CodeCode Available | 1 |
