| Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning | Jan 28, 2021 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification | Jan 28, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet | Jan 28, 2021 | image-classificationImage Classification | CodeCode Available | 2 |
| Developing for personalised learning: the long road from educational objectives to development and feedback | Jan 27, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Abstractive Summarization of Bengali Text Documents | Jan 26, 2021 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 |
| Muppet: Massive Multi-task Representations with Pre-Finetuning | Jan 26, 2021 | Abstractive Text SummarizationCommon Sense Reasoning | CodeCode Available | 0 |
| CLiMP: A Benchmark for Chinese Language Model Evaluation | Jan 26, 2021 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT | Jan 26, 2021 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 0 |
| Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks | Jan 26, 2021 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| Disambiguating Symbolic Expressions in Informal Documents | Jan 25, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information | Jan 25, 2021 | ClassificationDrug–drug Interaction Extraction | CodeCode Available | 1 |
| CPT: Efficient Deep Neural Network Training via Cyclic Precision | Jan 25, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PolyLM: Learning about Polysemy through Language Modeling | Jan 25, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding | Jan 23, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Training Multilingual Pre-trained Language Model with Byte-level Subwords | Jan 23, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Impact of Multiple Parallel Phrase Suggestions on Email Input and Composition Behaviour of Native and Non-Native English Writers | Jan 22, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PalmTree: Learning an Assembly Language Model for Instruction Embedding | Jan 21, 2021 | Boundary DetectionCode Search | CodeCode Available | 1 |
| Zero-shot Generalization in Dialog State Tracking through Generative Question Answering | Jan 20, 2021 | dialog state trackingDomain Adaptation | —Unverified | 0 |
| WeChat AI & ICT's Submission for DSTC9 Interactive Dialogue Evaluation Track | Jan 20, 2021 | Dialogue EvaluationLanguage Modeling | —Unverified | 0 |
| Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models | Jan 18, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Efficiently Fusing Pretrained Acoustic and Linguistic Encoders for Low-resource Speech Recognition | Jan 17, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Grid Search Hyperparameter Benchmarking of BERT, ALBERT, and LongFormer on DuoRC | Jan 15, 2021 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| ECOL: Early Detection of COVID Lies Using Content, Prior Knowledge and Source Information | Jan 14, 2021 | Fake News DetectionLanguage Modeling | CodeCode Available | 0 |
| Persistent Anti-Muslim Bias in Large Language Models | Jan 14, 2021 | Adversarial TextLanguage Modeling | CodeCode Available | 1 |
| Transformer-based Language Model Fine-tuning Methods for COVID-19 Fake News Detection | Jan 14, 2021 | Fake News DetectionLanguage Modeling | —Unverified | 0 |
| Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation | Jan 13, 2021 | Commonsense Causal ReasoningData Augmentation | —Unverified | 0 |
| Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning | Jan 11, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning Better Sentence Representation with Syntax Information | Jan 9, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing | Jan 9, 2021 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| Misspelling Correction with Pre-trained Contextual Language Model | Jan 8, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Real-Time Optimized N-gram For Mobile Devices | Jan 7, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multitask Learning for Emotion and Personality Detection | Jan 7, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Domain-aware Neural Language Models for Speech Recognition | Jan 5, 2021 | Domain Adaptationdomain classification | —Unverified | 0 |
| AutoDropout: Learning Dropout Patterns to Regularize Deep Networks | Jan 5, 2021 | Image ClassificationLanguage Modeling | —Unverified | 0 |
| PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing | Jan 5, 2021 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events | Jan 4, 2021 | Keyword ExtractionLanguage Modeling | CodeCode Available | 1 |
| Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs | Jan 3, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| CDLM: Cross-Document Language Modeling | Jan 2, 2021 | Citation RecommendationCoreference Resolution | CodeCode Available | 1 |
| KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation | Jan 2, 2021 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| Modeling Disclosive Transparency in NLP Application Descriptions | Jan 2, 2021 | FairnessLanguage Modeling | CodeCode Available | 0 |
| The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation | Jan 2, 2021 | DecoderDomain Adaptation | —Unverified | 0 |
| Text Document Clustering: Wordnet vs. TF-IDF vs. Word Embeddings | Jan 1, 2021 | ClusteringLanguage Modeling | —Unverified | 0 |
| Partial Off-Policy Learning: Balance Accuracy and Diversity for Human-Oriented Image Captioning | Jan 1, 2021 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Prefix-Tuning: Optimizing Continuous Prompts for Generation | Jan 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers | Jan 1, 2021 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 1 |
| WARP: Word-level Adversarial ReProgramming | Jan 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Sensei: Self-Supervised Sensor Name Segmentation | Jan 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla | Jan 1, 2021 | Document ClassificationLanguage Modeling | CodeCode Available | 1 |
| Contextual Knowledge Distillation for Transformer Compression | Jan 1, 2021 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Bayesian Neural Networks with Variance Propagation for Uncertainty Evaluation | Jan 1, 2021 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |