| RefineCap: Concept-Aware Refinement for Image Captioning | Sep 8, 2021 | DecoderDescriptive | —Unverified | 0 |
| Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories | Sep 8, 2021 | FormLanguage Modeling | CodeCode Available | 0 |
| NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction | Sep 8, 2021 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| Sustainable Modular Debiasing of Language Models | Sep 8, 2021 | FairnessLanguage Modeling | —Unverified | 0 |
| Continuous Entailment Patterns for Lexical Inference in Context | Sep 8, 2021 | Few-Shot NLILanguage Modeling | CodeCode Available | 0 |
| Infusing Future Information into Monotonic Attention Through Language Models | Sep 7, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Generate & Rank: A Multi-task Framework for Math Word Problems | Sep 7, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Text-Free Prosody-Aware Generative Spoken Language Modeling | Sep 7, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings | Sep 7, 2021 | AllLanguage Modeling | —Unverified | 0 |
| You should evaluate your language model on marginal likelihood over tokenisations | Sep 6, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PermuteFormer: Efficient Relative Position Encoding for Long Sequences | Sep 6, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Teaching Autoregressive Language Models Complex Tasks By Demonstration | Sep 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning Hierarchical Structures with Differentiable Nondeterministic Stacks | Sep 5, 2021 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
| Data Efficient Masked Language Modeling for Vision and Language | Sep 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Frustratingly Simple Pretraining Alternatives to Masked Language Modeling | Sep 4, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| No Need to Know Everything! Efficiently Augmenting Language Models With External Knowledge | Sep 3, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT | Sep 3, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Finetuned Language Models Are Zero-Shot Learners | Sep 3, 2021 | ARCCommon Sense Reasoning | CodeCode Available | 3 |
| Multimodal Conditionality for Natural Language Generation | Sep 2, 2021 | DescriptiveLanguage Modeling | —Unverified | 0 |
| Pre-training Language Model Incorporating Domain-specific Heterogeneous Knowledge into A Unified Representation | Sep 2, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Skim-Attention: Learning to Focus via Document Layout | Sep 2, 2021 | document understandingLanguage Modeling | CodeCode Available | 0 |
| An Empirical Exploration in Quality Filtering of Text Data | Sep 2, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ConQX: Semantic Expansion of Spoken Queries for Intent Detection based on Conditioned Text Generation | Sep 2, 2021 | Few-Shot LearningIntent Detection | —Unverified | 0 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| LegaLMFiT: Efficient Short Legal Text Classification with LSTM Language Model Pre-Training | Sep 2, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |