| Gates Are Not What You Need in RNNs | Aug 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving Low-Resource Named Entity Recognition via Label-Aware Data Augmentation and Curriculum Denoising | Aug 1, 2021 | Data AugmentationDenoising | —Unverified | 0 |
| A Comparison of Sentence-Weighting Techniques for NMT | Aug 1, 2021 | ClassificationDomain Adaptation | —Unverified | 0 |
| DeepBlueAI at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with Stacking Diverse Language Model-Based Methods | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering | Aug 1, 2021 | ClusteringDiversity | CodeCode Available | 0 |
| AND does not mean OR: Using Formal Languages to Study Language Models' Representations | Aug 1, 2021 | FormLanguage Modeling | —Unverified | 0 |
| Decoding, Fast and Slow: A Case Study on Balancing Trade-Offs in Incremental, Character-level Pragmatic Reasoning | Aug 1, 2021 | Image CaptioningInformativeness | —Unverified | 0 |
| Evaluating morphological typology in zero-shot cross-lingual transfer | Aug 1, 2021 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| A Targeted Assessment of Incremental Processing in Neural Language Models and Humans | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Language Generation with Effective Checkpoints of Pre-trained Language Model | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation | Aug 1, 2021 | Goal-Oriented DialogGoal-Oriented Dialogue Systems | —Unverified | 0 |
| IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News | Aug 1, 2021 | Event DetectionLanguage Modeling | —Unverified | 0 |
| CLaC-BP at SemEval-2021 Task 8: SciBERT Plus Rules for MeasEval | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| QASR: QCRI Aljazeera Speech Resource A Large Scale Annotated Arabic Speech Corpus | Aug 1, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| MVP-BERT: Multi-Vocab Pre-training for Chinese BERT | Aug 1, 2021 | Chinese Word SegmentationLanguage Modeling | —Unverified | 0 |
| Realised Volatility Forecasting: Machine Learning via Financial Word Embedding | Aug 1, 2021 | BIG-bench Machine LearningLanguage Modeling | —Unverified | 0 |
| PHMOSpell: Phonological and Morphological Knowledge Guided Chinese Spelling Check | Aug 1, 2021 | Chinese Spell CheckingLanguage Modeling | —Unverified | 0 |
| RoMa at SemEval-2021 Task 7: A Transformer-based Approach for Detecting and Rating Humor and Offense | Aug 1, 2021 | ClusteringLanguage Modeling | —Unverified | 0 |
| Using Gender- and Polarity-Informed Models to Investigate Bias | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Meta-Learning for Few-Shot Named Entity Recognition | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-Lingual Question Generation with Language Agnostic Language Model | Aug 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection | Aug 1, 2021 | ArticlesData Augmentation | —Unverified | 0 |
| PINGAN Omini-Sinitic at SemEval-2021 Task 4:Reading Comprehension of Abstract Meaning | Aug 1, 2021 | DenoisingLanguage Modeling | —Unverified | 0 |
| Rakuten’s Participation in WAT 2021: Examining the Effectiveness of Pre-trained Models for Multilingual and Multimodal Machine Translation | Aug 1, 2021 | DenoisingLanguage Modeling | —Unverified | 0 |
| Unleash GPT-2 Power for Event Detection | Aug 1, 2021 | Event DetectionLanguage Modeling | —Unverified | 0 |
| Text-in-Context: Token-Level Error Detection for Table-to-Text Generation | Aug 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Personalized Response Generation with Tensor Factorization | Aug 1, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER | Aug 1, 2021 | Cross-Lingual NERCross-Lingual Transfer | —Unverified | 0 |
| S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets | Aug 1, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Probing Multi-modal Machine Translation with Pre-trained Language Model | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Noobs at Semeval-2021 Task 4: Masked Language Modeling for abstract answer prediction | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PRAL: A Tailored Pre-Training Model for Task-Oriented Dialog Generation | Aug 1, 2021 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Time-Efficient Code Completion Model for the R Programming Language | Aug 1, 2021 | Code CompletionLanguage Modeling | CodeCode Available | 0 |
| Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of Reasoning. | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Selecting Informative Contexts Improves Language Model Fine-tuning | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The University of Edinburgh’s Submission to the IWSLT21 Simultaneous Translation Task | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Continual Entity Learning in Language Models for Conversational Agents | Jul 30, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Goal-Oriented Script Construction | Jul 28, 2021 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| Cross-lingual Transferring of Pre-trained Contextualized Language Models | Jul 27, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Exploiting Language Model for Efficient Linguistic Steganalysis | Jul 26, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fine-Grained Emotion Prediction by Modeling Emotion Definitions | Jul 26, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Differentiable Language Model Adversarial Attack on Text Classifiers | Jul 23, 2021 | Adversarial AttackLanguage Modeling | —Unverified | 0 |
| DeepTitle -- Leveraging BERT to generate Search Engine Optimized Headlines | Jul 22, 2021 | Abstractive Text SummarizationArticles | —Unverified | 0 |
| Back-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification | Jul 22, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Seed Words Based Data Selection for Language Model Adaptation | Jul 20, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Bridging the Gap between Language Model and Reading Comprehension: Unsupervised MRC via Self-Supervision | Jul 19, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |