| WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain | Oct 31, 2022 | FLUELanguage Modeling | —Unverified | 0 |
| Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task | Oct 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Tables to LaTeX: structure and content extraction from scientific tables | Oct 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Modular Hybrid Autoregressive Transducer | Oct 31, 2022 | DecoderLanguage Modeling | —Unverified | 0 |
| SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control | Oct 31, 2022 | DiversityLanguage Modeling | CodeCode Available | 1 |
| L-GreCo: Layerwise-Adaptive Gradient Compression for Efficient and Accurate Deep Learning | Oct 31, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| CodeEditor: Learning to Edit Source Code with Pre-trained Models | Oct 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts | Oct 30, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| token2vec: A Joint Self-Supervised Pre-training Framework Using Unpaired Speech and Text | Oct 30, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model | Oct 29, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Differentiable Data Augmentation for Contrastive Sentence Representation Learning | Oct 29, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| NTULM: Enriching Social Media Text Representations with Non-Textual Units | Oct 29, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models | Oct 28, 2022 | Common Sense ReasoningCoreference Resolution | —Unverified | 0 |
| Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion | Oct 28, 2022 | Emotion RecognitionLanguage Modeling | CodeCode Available | 1 |
| DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention | Oct 28, 2022 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Feature Engineering vs BERT on Twitter Data | Oct 28, 2022 | Feature EngineeringGPU | —Unverified | 0 |
| RoChBert: Towards Robust BERT Fine-tuning for Chinese | Oct 28, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| UPainting: Unified Text-to-Image Diffusion Generation with Cross-modal Guidance | Oct 28, 2022 | Image GenerationImage-text matching | —Unverified | 0 |
| You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LM | Oct 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Nearest Neighbor Language Models for Stylistic Controllable Generation | Oct 27, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Simulating realistic speech overlaps improves multi-talker ASR | Oct 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge | Oct 27, 2022 | Acoustic Unit DiscoveryLanguage Modeling | —Unverified | 0 |
| Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval | Oct 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| What Language Model to Train if You Have One Million GPU Hours? | Oct 27, 2022 | GPULanguage Modeling | CodeCode Available | 3 |
| Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model | Oct 27, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
