| Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning | Nov 1, 2021 | Cross-Lingual TransferDecoder | —Unverified | 0 |
| Language Clustering for Multilingual Named Entity Recognition | Nov 1, 2021 | ClusteringLanguage Identification | —Unverified | 0 |
| Exploring Multitask Learning for Low-Resource Abstractive Summarization | Nov 1, 2021 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 |
| Casting the Same Sentiment Classification Problem | Nov 1, 2021 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| KLMo: Knowledge Graph Enhanced Pretrained Language Model with Fine-Grained Relationships | Nov 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue Systems | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Stacked AMR Parsing with Silver Data | Nov 1, 2021 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 |
| TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning | Nov 1, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| ODIST: Open World Classification via Distributionally Shifted Instances | Nov 1, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Modeling Mathematical Notation Semantics in Academic Papers | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Scaffolded input promotes atomic organization in the recurrent neural network language model | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Who’s on First?: Probing the Learning and Representation Capabilities of Language Models on Deterministic Closed Domains | Nov 1, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| A practical perspective on connective generation | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hyperparameter Power Impact in Transformer Language Model Training | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving Synonym Recommendation Using Sentence Context | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the Role of Corpus Ordering in Language Modeling | Nov 1, 2021 | Language AcquisitionLanguage Modeling | —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 |
| Unsupervised Discovery of Unaccusative and Unergative Verbs | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Domain-adaptation of spherical embeddings | Nov 1, 2021 | Document ClassificationDomain Adaptation | —Unverified | 0 |
| With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition | Nov 1, 2021 | Action RecognitionLanguage Modeling | CodeCode Available | 1 |
| Efficiently Modeling Long Sequences with Structured State Spaces | Oct 31, 2021 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation | Oct 31, 2021 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| R-BERT-CNN: Drug-target interactions extraction from biomedical literature | Oct 31, 2021 | ArticlesDrug Discovery | —Unverified | 0 |