| End-to-End Automatic Speech Recognition for Gujarati | Dec 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-TaskLearning for Offensive Language Detection | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CPM: A Large-scale Generative Chinese Pre-trained Language Model | Dec 1, 2020 | Cloze TestLanguage Modeling | CodeCode Available | 1 |
| Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework | Dec 1, 2020 | Extreme Multi-Label ClassificationLanguage Modeling | 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 |
| Scaling Hidden Markov Language Models | Nov 9, 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 |
| 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 |
| Dynamic Contextualized Word Embeddings | Oct 23, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification | Oct 23, 2020 | ClassificationGeneral Classification | 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 |
| 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 |
| TurnGPT: a Transformer-based Language Model for Predicting Turn-taking in Spoken Dialog | Oct 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation | Oct 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| German's Next Language Model | Oct 21, 2020 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| Neural Language Modeling for Contextualized Temporal Graph Generation | Oct 20, 2020 | Graph GenerationLanguage Modeling | CodeCode Available | 1 |
| Cold-start Active Learning through Self-supervised Language Modeling | Oct 19, 2020 | Active LearningClassification | CodeCode Available | 1 |
| Knowledge-Grounded Dialogue Generation with Pre-trained Language Models | Oct 17, 2020 | Dialogue GenerationLanguage Modeling | CodeCode Available | 1 |
| Pretrained Language Models for Dialogue Generation with Multiple Input Sources | Oct 15, 2020 | Dialogue GenerationLanguage Modeling | CodeCode Available | 1 |
| Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs | Oct 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach | Oct 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision | Oct 14, 2020 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| Chinese Lexical Simplification | Oct 14, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Text Classification Using Label Names Only: A Language Model Self-Training Approach | Oct 14, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Pagsusuri ng RNN-based Transfer Learning Technique sa Low-Resource Language | Oct 13, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments | Oct 10, 2020 | Dialect IdentificationLanguage Modeling | CodeCode Available | 1 |
| What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding | Oct 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Q-learning with Language Model for Edit-based Unsupervised Summarization | Oct 9, 2020 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Plug-and-Play Conversational Models | Oct 9, 2020 | AttributeLanguage Modeling | CodeCode Available | 1 |
| Cross-Thought for Sentence Encoder Pre-training | Oct 7, 2020 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| Guiding Attention for Self-Supervised Learning with Transformers | Oct 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Compositional Demographic Word Embeddings | Oct 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Pretrained Language Model Embryology: The Birth of ALBERT | Oct 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Keep CALM and Explore: Language Models for Action Generation in Text-based Games | Oct 6, 2020 | Action GenerationLanguage Modeling | CodeCode Available | 1 |
| Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation | Oct 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese | Oct 5, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding | Oct 5, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |