| MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection | Sep 16, 2021 | AttributeLanguage Modeling | CodeCode Available | 0 |
| The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation | Sep 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the Complementarity of Data Selection and Fine Tuning for Domain Adaptation | Sep 15, 2021 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Tied & Reduced RNN-T Decoder | Sep 15, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| RankNAS: Efficient Neural Architecture Search by Pairwise Ranking | Sep 15, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| "It doesn't look good for a date": Transforming Critiques into Preferences for Conversational Recommendation Systems | Sep 15, 2021 | Common Sense ReasoningConversational Recommendation | CodeCode Available | 0 |
| Comparing Text Representations: A Theory-Driven Approach | Sep 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation | Sep 15, 2021 | Feature EngineeringLanguage Modeling | —Unverified | 0 |
| Improving Text Auto-Completion with Next Phrase Prediction | Sep 15, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model | Sep 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Connecting degree and polarity: An artificial language learning study | Sep 13, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| KroneckerBERT: Learning Kronecker Decomposition for Pre-trained Language Models via Knowledge Distillation | Sep 13, 2021 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Single-Read Reconstruction for DNA Data Storage Using Transformers | Sep 12, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Studying word order through iterative shuffling | Sep 10, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models | Sep 10, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Dual-State Capsule Networks for Text Classification | Sep 10, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| EfficientCLIP: Efficient Cross-Modal Pre-training by Ensemble Confident Learning and Language Modeling | Sep 10, 2021 | Cross-Modal RetrievalLanguage Modeling | —Unverified | 0 |
| MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces | Sep 9, 2021 | Language ModelingLanguage Modelling | —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 |
| RefineCap: Concept-Aware Refinement for Image Captioning | Sep 8, 2021 | DecoderDescriptive | —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 |
| Generate & Rank: A Multi-task Framework for Math Word Problems | Sep 7, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Infusing Future Information into Monotonic Attention Through Language Models | 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 |
| Teaching Autoregressive Language Models Complex Tasks By Demonstration | Sep 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| 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 |
| 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 |
| LegaLMFiT: Efficient Short Legal Text Classification with LSTM Language Model Pre-Training | Sep 2, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 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 |
| Masked Adversarial Generation for Neural Machine Translation | Sep 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On Reducing Repetition in Abstractive Summarization | Sep 1, 2021 | Abstractive Text SummarizationInformativeness | —Unverified | 0 |
| Neural Borrowing Detection with Monolingual Lexical Models | Sep 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Text Style Transfer with Content Embeddings | Sep 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Split-and-Rephrase in a Cross-Lingual Manner: A Complete Pipeline | Sep 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards a Language Model for Temporal Commonsense Reasoning | Sep 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Watching a Language Model Learning Chess | Sep 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Domain-Specific Japanese ELECTRA Model Using a Small Corpus | Sep 1, 2021 | ArticlesComputational Efficiency | —Unverified | 0 |
| Does Knowledge Help General NLU? An Empirical Study | Sep 1, 2021 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| IRCologne at GermEval 2021: Toxicity Classification | Sep 1, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| Developing a Clinical Language Model for Swedish: Continued Pretraining of Generic BERT with In-Domain Data | Sep 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Character-Aware Neural Language Model by Warming up Character Encoder under Skip-gram Architecture | Sep 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Low-Resource ASR with an Augmented Language Model | Sep 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |