| CLaC-BP at SemEval-2021 Task 8: SciBERT Plus Rules for MeasEval | 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 |
| PINGAN Omini-Sinitic at SemEval-2021 Task 4:Reading Comprehension of Abstract Meaning | Aug 1, 2021 | DenoisingLanguage 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 |
| Noobs at Semeval-2021 Task 4: Masked Language Modeling for abstract answer prediction | Aug 1, 2021 | Language ModelingLanguage Modelling | —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 |
| MedAI at SemEval-2021 Task 5: Start-to-end Tagging Framework for Toxic Spans Detection | Aug 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Realised Volatility Forecasting: Machine Learning via Financial Word Embedding | Aug 1, 2021 | BIG-bench Machine LearningLanguage Modeling | —Unverified | 0 |
| Gates Are Not What You Need in RNNs | Aug 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Structural Guidance for Transformer Language Models | Jul 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Towards Continual Entity Learning in Language Models for Conversational Agents | Jul 30, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving | Jul 28, 2021 | Common Sense ReasoningLanguage Modeling | CodeCode Available | 1 |
| Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing | Jul 28, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
| gaBERT -- an Irish Language Model | Jul 27, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fine-Grained Emotion Prediction by Modeling Emotion Definitions | Jul 26, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploiting Language Model for Efficient Linguistic Steganalysis | Jul 26, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Differentiable Language Model Adversarial Attack on Text Classifiers | Jul 23, 2021 | Adversarial AttackLanguage Modeling | —Unverified | 0 |
| Brazilian Portuguese Speech Recognition Using Wav2vec 2.0 | Jul 23, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| 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 |
| Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate Speech | Jul 19, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Bridging the Gap between Language Model and Reading Comprehension: Unsupervised MRC via Self-Supervision | Jul 19, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Vector-Based Approach to Few-Shot Veracity Classification for Automated Fact-Checking | Jul 17, 2021 | ClassificationFact Checking | —Unverified | 0 |
| Using Language Models on Low-end Hardware | Jul 17, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| TAPEX: Table Pre-training via Learning a Neural SQL Executor | Jul 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Intersectional Bias in Causal Language Models | Jul 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Picard understanding Darmok: A Dataset and Model for Metaphor-Rich Translation in a Constructed Language | Jul 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan | Jul 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Comparison of Methods for OOV-word Recognition on a New Public Dataset | Jul 16, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| FLEX: Unifying Evaluation for Few-Shot NLP | Jul 15, 2021 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills | Jul 15, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| DeepMutants: Training neural bug detectors with contextual mutations | Jul 14, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large-Scale News Classification using BERT Language Model: Spark NLP Approach | Jul 14, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deduplicating Training Data Makes Language Models Better | Jul 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text | Jul 14, 2021 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| Codified audio language modeling learns useful representations for music information retrieval | Jul 12, 2021 | Emotion RecognitionGenre classification | CodeCode Available | 1 |
| Not Quite 'Ask a Librarian': AI on the Nature, Value, and Future of LIS | Jul 7, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KOALA: A Kalman Optimization Algorithm with Loss Adaptivity | Jul 7, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Evaluating Large Language Models Trained on Code | Jul 7, 2021 | Code GenerationHumanEval | CodeCode Available | 3 |
| LanguageRefer: Spatial-Language Model for 3D Visual Grounding | Jul 7, 2021 | 3D visual groundingLanguage Modeling | —Unverified | 0 |
| VidLanKD: Improving Language Understanding via Video-Distilled Knowledge Transfer | Jul 6, 2021 | Image RetrievalKnowledge Distillation | CodeCode Available | 1 |
| Long-Short Transformer: Efficient Transformers for Language and Vision | Jul 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling | Jul 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Robust End-to-End Offline Chinese Handwriting Text Page Spotter with Text Kernel | Jul 4, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling | Jul 2, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Projection of Turn Completion in Incremental Spoken Dialogue Systems | Jul 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Getting to Production with Few-shot Natural Language Generation Models | Jul 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |