| 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 |
| Developing for personalised learning: the long road from educational objectives to development and feedback | Jan 27, 2021 | Language ModelingLanguage Modelling | —Unverified | 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 |
| Muppet: Massive Multi-task Representations with Pre-Finetuning | Jan 26, 2021 | Abstractive Text SummarizationCommon Sense Reasoning | CodeCode Available | 0 |
| Unsupervised Abstractive Summarization of Bengali Text Documents | Jan 26, 2021 | Abstractive Text SummarizationExtractive Summarization | CodeCode Available | 0 |
| Disambiguating Symbolic Expressions in Informal Documents | Jan 25, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 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 |
| WeChat AI & ICT's Submission for DSTC9 Interactive Dialogue Evaluation Track | Jan 20, 2021 | Dialogue EvaluationLanguage Modeling | —Unverified | 0 |
| Zero-shot Generalization in Dialog State Tracking through Generative Question Answering | Jan 20, 2021 | dialog state trackingDomain Adaptation | —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 |
| 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 |
| Learning Better Sentence Representation with Syntax Information | Jan 9, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 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 |
| 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 |
| Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs | Jan 3, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| 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 |
| Bayesian Neural Networks with Variance Propagation for Uncertainty Evaluation | Jan 1, 2021 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
| Learning Chess Blindfolded | Jan 1, 2021 | Domain ProbingGame of Chess | —Unverified | 0 |
| BROS: A Pre-trained Language Model for Understanding Texts in Document | Jan 1, 2021 | DecoderDiversity | —Unverified | 0 |
| Contextual Knowledge Distillation for Transformer Compression | Jan 1, 2021 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Context-Aware Temperature for Language Modeling | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adding Recurrence to Pretrained Transformers | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Domain-slot Relationship Modeling using a Pre-trained Language Encoder for Multi-Domain Dialogue State Tracking | Jan 1, 2021 | Dialogue State TrackingLanguage Modeling | —Unverified | 0 |
| Cross-lingual Transfer Learning for Pre-trained Contextualized Language Models | Jan 1, 2021 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| Block Skim Transformer for Efficient Question Answering | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Universal Sentence Representations Learning with Conditional Masked Language Model | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Representation and Bias in Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling | Jan 1, 2021 | FairnessLanguage Modeling | —Unverified | 0 |
| Pretrain Knowledge-Aware Language Models | Jan 1, 2021 | Knowledge ProbingLanguage Modeling | —Unverified | 0 |
| Towards Practical Second Order Optimization for Deep Learning | Jan 1, 2021 | Click-Through Rate PredictionCPU | —Unverified | 0 |
| Refine and Imitate: Reducing Repetition and Inconsistency in Dialogue Generation via Reinforcement Learning and Human Demonstration | Jan 1, 2021 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| Synthesizer: Rethinking Self-Attention for Transformer Models | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ROMUL: Scale Adaptative Population Based Training | Jan 1, 2021 | Data Augmentationimage-classification | —Unverified | 0 |
| Sensei: Self-Supervised Sensor Name Segmentation | Jan 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| MONGOOSE: A Learnable LSH Framework for Efficient Neural Network Training | Jan 1, 2021 | Efficient Neural NetworkLanguage Modeling | —Unverified | 0 |
| On the use of linguistic similarities to improve Neural Machine Translation for African Languages | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Transformer-QL: A Step Towards Making Transformer Network Quadratically Large | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TaskSet: A Dataset of Optimization Tasks | Jan 1, 2021 | Diversityimage-classification | CodeCode Available | 0 |
| Non-iterative Parallel Text Generation via Glancing Transformer | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |