| Investigating variation in written forms of Nahuatl using character-based language models | Jun 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Team Ohio State at CMCL 2021 Shared Task: Fine-Tuned RoBERTa for Eye-Tracking Data Prediction | Jun 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models | Jun 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| MG-BERT: Multi-Graph Augmented BERT for Masked Language Modeling | Jun 1, 2021 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection | Jun 1, 2021 | Abusive LanguageDomain Adaptation | —Unverified | 0 |
| On Randomized Classification Layers and Their Implications in Natural Language Generation | Jun 1, 2021 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Learning and Evaluating a Differentially Private Pre-trained Language Model | Jun 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DamascusTeam at NLP4IF2021: Fighting the Arabic COVID-19 Infodemic on Twitter Using AraBERT | Jun 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adversities are all you need: Classification of self-reported breast cancer posts on Twitter using Adversarial Fine-tuning | Jun 1, 2021 | AllLanguage Modeling | —Unverified | 0 |
| Classification, Extraction, and Normalization : CASIA_Unisound Team at the Social Media Mining for Health 2021 Shared Tasks | Jun 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Classification of Tweets Self-reporting Adverse Pregnancy Outcomes and Potential COVID-19 Cases Using RoBERTa Transformers | Jun 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| System description for ProfNER - SMMH: Optimized finetuning of a pretrained transformer and word vectors | Jun 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LongSumm 2021: Session based automatic summarization model for scientific document | Jun 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Nutri-bullets Hybrid: Consensual Multi-document Summarization | Jun 1, 2021 | Document SummarizationLanguage Modeling | —Unverified | 0 |
| SCRIPT: Self-Critic PreTraining of Transformers | Jun 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Ad Headline Generation using Self-Critical Masked Language Model | Jun 1, 2021 | Headline GenerationLanguage Modeling | —Unverified | 0 |
| Emotion-Infused Models for Explainable Psychological Stress Detection | Jun 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Counterfactual Data Augmentation for Neural Machine Translation | Jun 1, 2021 | counterfactualData Augmentation | CodeCode Available | 1 |
| FlowPrior: Learning Expressive Priors for Latent Variable Sentence Models | Jun 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Explainable Multi-hop Verbal Reasoning Through Internal Monologue | Jun 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Target-specified Sequence Labeling with Multi-head Self-attention for Target-oriented Opinion Words Extraction | Jun 1, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Target-Aware Data Augmentation for Stance Detection | Jun 1, 2021 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Dialogue-oriented Pre-training | Jun 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups | Jun 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World | Jun 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Model Evaluation Beyond Perplexity | May 31, 2021 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| Cascaded Head-colliding Attention | May 31, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Effective Batching for Recurrent Neural Network Grammars | May 31, 2021 | GPULanguage Modeling | CodeCode Available | 1 |
| Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest Images | May 31, 2021 | Few-Shot LearningImage Classification | CodeCode Available | 1 |
| Text Summarization with Latent Queries | May 31, 2021 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 |
| Picking Pearl From Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services | May 31, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Predictive Representation Learning for Language Modeling | May 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model | May 29, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning | May 29, 2021 | Deep LearningLanguage Modeling | CodeCode Available | 1 |
| Lightweight Cross-Lingual Sentence Representation Learning | May 28, 2021 | Contrastive LearningDocument Classification | CodeCode Available | 0 |
| Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation | May 28, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging Linguistic Coordination in Reranking N-Best Candidates For End-to-End Response Selection Using BERT | May 27, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning | May 27, 2021 | DiversityIntent Detection | CodeCode Available | 1 |
| Knowledge Enhanced Masked Language Model for Stance Detection | May 26, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization | May 26, 2021 | Conversational Response GenerationLanguage Modeling | CodeCode Available | 1 |
| SGPT: Semantic Graphs based Pre-training for Aspect-based Sentiment Analysis | May 26, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Towards an IMU-based Pen Online Handwriting Recognizer | May 26, 2021 | Handwriting RecognitionLanguage Modeling | —Unverified | 0 |
| TreeBERT: A Tree-Based Pre-Trained Model for Programming Language | May 26, 2021 | Code SummarizationLanguage Modeling | CodeCode Available | 1 |
| Personalized Transformer for Explainable Recommendation | May 25, 2021 | Explainable RecommendationLanguage Modeling | CodeCode Available | 1 |
| Empirical Error Modeling Improves Robustness of Noisy Neural Sequence Labeling | May 25, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| FedScale: Benchmarking Model and System Performance of Federated Learning at Scale | May 24, 2021 | BenchmarkingFederated Learning | CodeCode Available | 1 |
| Prevent the Language Model from being Overconfident in Neural Machine Translation | May 24, 2021 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Neural Language Models for Nineteenth-Century English | May 24, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Pre-trained Language Model based Ranking in Baidu Search | May 24, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding | May 23, 2021 | document understandingDomain Adaptation | CodeCode Available | 1 |