| MemoNet: Memorizing All Cross Features' Representations Efficiently via Multi-Hash Codebook Network for CTR Prediction | Oct 25, 2022 | AllClick-Through Rate Prediction | CodeCode Available | 1 |
| ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation | Oct 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Code4Struct: Code Generation for Few-Shot Event Structure Prediction | Oct 23, 2022 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 |
| Language Model Pre-Training with Sparse Latent Typing | Oct 23, 2022 | Few-shot NERLanguage Modeling | CodeCode Available | 1 |
| Generative Prompt Tuning for Relation Classification | Oct 22, 2022 | ClassificationLanguage Modeling | CodeCode Available | 1 |
| Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling | Oct 22, 2022 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 1 |
| Diffuser: Efficient Transformers with Multi-hop Attention Diffusion for Long Sequences | Oct 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| InforMask: Unsupervised Informative Masking for Language Model Pretraining | Oct 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs | Oct 21, 2022 | Automated Theorem ProvingLanguage Modeling | CodeCode Available | 1 |
| Tele-Knowledge Pre-training for Fault Analysis | Oct 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation | Oct 19, 2022 | Aspect-Based Sentiment Analysis (ABSA)Data Augmentation | CodeCode Available | 1 |
| The Devil in Linear Transformer | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Continued Pretraining for Better Zero- and Few-Shot Promptability | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis | Oct 18, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| RARR: Researching and Revising What Language Models Say, Using Language Models | Oct 17, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding | Oct 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Construction Repetition Reduces Information Rate in Dialogue | Oct 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling | Oct 14, 2022 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation | Oct 14, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 |
| Extracting Cultural Commonsense Knowledge at Scale | Oct 14, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| M2D2: A Massively Multi-domain Language Modeling Dataset | Oct 13, 2022 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Language Model Decoding as Likelihood-Utility Alignment | Oct 13, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ImaginaryNet: Learning Object Detectors without Real Images and Annotations | Oct 13, 2022 | Image GenerationLanguage Modeling | CodeCode Available | 1 |
| AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning | Oct 12, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
