| The Turking Test: Can Language Models Understand Instructions? | Oct 22, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition | Oct 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Incorporating Stylistic Lexical Preferences in Generative Language Models | Oct 22, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Knowledge Distillation for BERT Unsupervised Domain Adaptation | Oct 22, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data | Oct 22, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ConVEx: Data-Efficient and Few-Shot Slot Labeling | Oct 22, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Limitations of Autoregressive Models and Their Alternatives | Oct 22, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SlimIPL: Language-Model-Free Iterative Pseudo-Labeling | Oct 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| UniCase -- Rethinking Casing in Language Models | Oct 22, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle | Oct 21, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Knowledge Distillation for Improved Accuracy in Spoken Question Answering | Oct 21, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| 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 |
| TurnGPT: a Transformer-based Language Model for Predicting Turn-taking in Spoken Dialog | Oct 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions | Oct 20, 2020 | Dialog LearningLanguage Modeling | —Unverified | 0 |
| PROP: Pre-training with Representative Words Prediction for Ad-hoc Retrieval | Oct 20, 2020 | Information RetrievalLanguage Modeling | CodeCode Available | 0 |
| Neural Language Modeling for Contextualized Temporal Graph Generation | Oct 20, 2020 | Graph GenerationLanguage Modeling | CodeCode Available | 1 |
| A Benchmark for Lease Contract Review | Oct 20, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cue Me In: Content-Inducing Approaches to Interactive Story Generation | Oct 20, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Individual corpora predict fast memory retrieval during reading | Oct 20, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| M2D: A Multi-modal Framework for Automatic Medical Diagnosis | Oct 19, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Automatic Online Hate Speech Intervention Generation using Pretrained Language Model | Oct 19, 2020 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| AdaBelief Optimizer: Adapting Stepsizes by theBelief in Observed Gradients | Oct 19, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Cold-start Active Learning through Self-supervised Language Modeling | Oct 19, 2020 | Active LearningClassification | CodeCode Available | 1 |
| Better Distractions: Transformer-based Distractor Generation and Multiple Choice Question Filtering | Oct 19, 2020 | Distractor GenerationLanguage Modeling | —Unverified | 0 |
| SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline | Oct 19, 2020 | ClusteringGraph Clustering | —Unverified | 0 |
| Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation | Oct 19, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| QuesBELM: A BERT based Ensemble Language Model for Natural Questions | Oct 18, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Automatic Sentiment-based Topic Phrase Generation | Oct 18, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Hierarchical Multitask Learning Approach for BERT | Oct 17, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Knowledge-Grounded Dialogue Generation with Pre-trained Language Models | Oct 17, 2020 | Dialogue GenerationLanguage Modeling | CodeCode Available | 1 |
| Question Answering over Knowledge Base using Language Model Embeddings | Oct 17, 2020 | Knowledge Base Question AnsweringLanguage Modeling | —Unverified | 0 |
| Human Adversarial QA: Did the Model Understand the Paragraph? | Oct 16, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Detecting ESG topics using domain-specific language models and data augmentation approaches | Oct 16, 2020 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Substance over Style: Document-Level Targeted Content Transfer | Oct 16, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets -- RoBERTa Ensembles and The Continued Relevance of Handcrafted Features | Oct 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach | Oct 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients | Oct 15, 2020 | image-classificationImage Classification | CodeCode Available | 2 |
| Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses | Oct 15, 2020 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation | Oct 15, 2020 | Data AugmentationInformation Retrieval | —Unverified | 0 |
| 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 |
| Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision | Oct 14, 2020 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| Text Classification Using Label Names Only: A Language Model Self-Training Approach | Oct 14, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion | Oct 14, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Chinese Lexical Simplification | Oct 14, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| From Language to Language-ish: How Brain-Like is an LSTM's Representation of Nonsensical Language Stimuli? | Oct 14, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Corruption Is Not All Bad: Incorporating Discourse Structure into Pre-training via Corruption for Essay Scoring | Oct 13, 2020 | AllAutomated Essay Scoring | —Unverified | 0 |
| Pagsusuri ng RNN-based Transfer Learning Technique sa Low-Resource Language | Oct 13, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Are Some Words Worth More than Others? | Oct 12, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |