| Language Model Pretraining and Transfer Learning for Very Low Resource Languages | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport | Nov 1, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Corporate Bankruptcy Prediction with BERT Model | Nov 1, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse | Nov 1, 2021 | Deep ClusteringLanguage Modeling | —Unverified | 0 |
| Can Character-based Language Models Improve Downstream Task Performances In Low-Resource And Noisy Language Scenarios? | Nov 1, 2021 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning | Nov 1, 2021 | Cross-Lingual TransferDecoder | —Unverified | 0 |
| BART for Post-Correction of OCR Newspaper Text | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Clustering for Multilingual Named Entity Recognition | Nov 1, 2021 | ClusteringLanguage Identification | —Unverified | 0 |
| GTCOM Neural Machine Translation Systems for WMT21 | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Domain-adaptation of spherical embeddings | Nov 1, 2021 | Document ClassificationDomain Adaptation | —Unverified | 0 |
| A Fine-Grained Analysis of BERTScore | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Distilling Word Meaning in Context from Pre-trained Language Models | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Distilling Relation Embeddings from Pretrained Language Models | Nov 1, 2021 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context | Nov 1, 2021 | DiversityLanguage Modeling | —Unverified | 0 |
| Small Model and In-Domain Data Are All You Need | Nov 1, 2021 | AllLanguage Modeling | —Unverified | 0 |
| SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check | Nov 1, 2021 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| ODIST: Open World Classification via Distributionally Shifted Instances | Nov 1, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| Multi-task Learning in Argument Mining for Persuasive Online Discussions | Nov 1, 2021 | Argument MiningLanguage Modeling | —Unverified | 0 |
| The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Paraphrasing Compound Nominalizations | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Zero-shot cross-lingual Meaning Representation Transfer: Annotation of Hungarian using the Prague Functional Generative Description | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Modeling Mathematical Notation Semantics in Academic Papers | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |