| Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models | Nov 16, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Enhancing Robustness of Pre-trained Language Model with Lexical Simplification | Nov 16, 2021 | DiversityLanguage Modeling | —Unverified | 0 |
| BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Better Language Model with Hypernym Class Prediction | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification | Nov 16, 2021 | Few-Shot Text ClassificationLanguage Modeling | —Unverified | 0 |
| "Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction | Nov 16, 2021 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| Bootstrapping Text Anonymization Models with Distant Supervision | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DAML-ST5: Low Resource Style Transfer via Domain Adaptive Meta Learning | Nov 16, 2021 | General KnowledgeLanguage Modeling | —Unverified | 0 |
| Temporal Language Modeling for Short Text Document Classification with Transformers | Nov 16, 2021 | ClassificationDocument Classification | —Unverified | 0 |
| Plug-Tagger: A Pluggable Sequence Labeling Framework with Pre-trained Language Models | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Phrase-aware Unsupervised Constituency Parsing | Nov 16, 2021 | Constituency ParsingLanguage Modeling | —Unverified | 0 |
| Towards Unified Prompt Tuning for Few-shot Learning | Nov 16, 2021 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| TACO: Pre-training of Deep Transformers with Attention Convolution using Disentangled Positional Representation | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards a Progression-Aware Autonomous Dialogue Agent | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| StableMoE: Stable Routing Strategy for Mixture of Experts | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings | Nov 16, 2021 | AllLanguage Modeling | —Unverified | 0 |
| On the Multilingual Capabilities of Very Large-Scale English Language Models | Nov 16, 2021 | Extractive Question-AnsweringFew-Shot Learning | —Unverified | 0 |
| Prompt-Learning for Fine-Grained Entity Typing | Nov 16, 2021 | Entity TypingKnowledge Probing | —Unverified | 0 |
| NSP-NER: A Prompt-based Learner for Few-shot NER Driven by Next Sentence Prediction | Nov 16, 2021 | Few-Shot LearningFew-shot NER | —Unverified | 0 |
| Meta-learning via Language Model In-context Tuning | Nov 16, 2021 | In-Context LearningInductive Bias | —Unverified | 0 |
| Tokenization on the Number Line is All You Need | Nov 16, 2021 | AllLanguage Modeling | —Unverified | 0 |
| Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks | Nov 16, 2021 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Using Structured Content Plans for Fine-grained Syntactic Control in Pretrained Language Model Generation | Nov 16, 2021 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |
| UniSAr: A Unified Structure-Aware Autoregressive Language Model for Text-to-SQL | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mix and Match: Learning-free Controllable Text Generationusing Energy Language Models | Nov 16, 2021 | AttributeLanguage Modeling | —Unverified | 0 |
| XLM-E: Cross-lingual Language Model Pre-training via ELECTRA | Nov 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| N-grammer: Augmenting Transformers with latent n-grams | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sentence-level Privacy for Document Embeddings | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MIMICause: Representation and automatic extraction of causal relation types from clinical notes | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multilingual Syntax-aware Language Modeling through Dependency Tree Conversion | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MATHion: Solving Math Word Problems with Logically Consistent Problems | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Self-Distilled Pruning of Neural Networks | Nov 16, 2021 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Unsupervised Dependency Graph Network | Nov 16, 2021 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the Use of Entity Embeddings from Pre-Trained Language Models for Knowledge Graph Completion | Nov 16, 2021 | Entity EmbeddingsKnowledge Graph Completion | —Unverified | 0 |
| Predicting Attention Sparsity in Transformers | Nov 16, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning | Nov 16, 2021 | DiversityLanguage Modeling | —Unverified | 0 |
| Prix-LM: Pretraining for Multilingual Knowledge Base Construction | Nov 16, 2021 | Bilingual Lexicon InductionCausal Language Modeling | —Unverified | 0 |
| Probing BERT’s priors with serial reproduction chains | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Prompting as Multimodal Fusing | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Repetition Facilitates Processing: The Processing Advantage of Construction Repetition in Dialogue | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings | Nov 16, 2021 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| On a Benefit of Masked Language Model Pretraining: Robustness to Simplicity Bias | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Your fairness may vary: Pretrained language model fairness in toxic text classification | Nov 16, 2021 | FairnessLanguage Modeling | —Unverified | 0 |
| NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction | Nov 16, 2021 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| RE: A Study for Restorable Embeddings | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GLM: General Language Model Pretraining with Autoregressive Blank Infilling | Nov 16, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis | Nov 16, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |