| Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models | Dec 1, 2020 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling | Dec 1, 2020 | Constituency ParsingDependency Parsing | CodeCode Available | 1 |
| Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| End-to-End Automatic Speech Recognition for Gujarati | Dec 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model | Nov 23, 2020 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling | Nov 23, 2020 | ClusteringLanguage Modeling | CodeCode Available | 1 |
| Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection | Nov 14, 2020 | Answer SelectionCommunity Question Answering | CodeCode Available | 1 |
| Context-aware Stand-alone Neural Spelling Correction | Nov 12, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT | Nov 9, 2020 | DRS ParsingLanguage Modeling | CodeCode Available | 1 |
| Scaling Hidden Markov Language Models | Nov 9, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Adapting a Language Model for Controlled Affective Text Generation | Nov 8, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering | Nov 7, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Data-to-Text Generation with Iterative Text Editing | Nov 3, 2020 | Data-to-Text GenerationDomain Adaptation | CodeCode Available | 1 |
| Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning | Nov 3, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| CharBERT: Character-aware Pre-trained Language Model | Nov 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| On the Sentence Embeddings from Pre-trained Language Models | Nov 2, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Filtering Noisy Parallel Corpus using Transformers with Proxy Task Learning | Nov 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Understanding Pre-trained BERT for Aspect-based Sentiment Analysis | Oct 31, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining | Oct 26, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training | Oct 23, 2020 | Data-to-Text GenerationLanguage Modeling | CodeCode Available | 1 |
| TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Dynamic Contextualized Word Embeddings | Oct 23, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data | Oct 22, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition | Oct 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Knowledge Distillation for BERT Unsupervised Domain Adaptation | Oct 22, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
