| Freezing the Pivot for Triangular Machine Translation | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer | Nov 16, 2021 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Human Language Modeling | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Robustness of Pre-trained Language Model with Lexical Simplification | Nov 16, 2021 | DiversityLanguage Modeling | —Unverified | 0 |
| Improving Unsupervised Sentence Simplification Using Fine-Tuned Masked Language Models | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog | Nov 16, 2021 | dialog state trackingLanguage Modeling | —Unverified | 0 |
| Bootstrapping Text Anonymization Models with Distant Supervision | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Controllable Natural Language Generation with Contrastive Prefixes | Nov 16, 2021 | AttributeLanguage Modeling | —Unverified | 0 |
| Generated Knowledge Prompting for Commonsense Reasoning | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| An Empirical Study of Finding Similar Exercises | Nov 16, 2021 | DiversityLanguage Modeling | —Unverified | 0 |
| Contrastive Learning for Low Resource Machine Translation | Nov 16, 2021 | Contrastive LearningData Augmentation | —Unverified | 0 |
| A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Incorporating Multiple Knowledge Sources for Targeted Aspect-based Financial Sentiment Analysis | Nov 16, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Contrastive Conditional Masked Language Model for Non-autoregressive Neural Machine Translation | Nov 16, 2021 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models | Nov 16, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Aggregating Pairwise Semantic Differences for Few-Shot Claim Veracity Classification | Nov 16, 2021 | ClassificationFact Checking | —Unverified | 0 |
| Evaluating the Text-to-SQL Capabilities of Large Language Models | Nov 16, 2021 | Language ModelingLanguage Modelling | —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 |
| An Exploration of Prompt-Based Zero-Shot Relation Extraction Method | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| How does the pre-training objective affect what large language models learn about linguistic properties? | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ANNA: Enhanced Language Representation for Question Answering | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| End-to-end Task-oriented Dialog Policy Learning based on Pre-trained Language Model | Nov 16, 2021 | dialog state trackingDomain Adaptation | —Unverified | 0 |
| Contextual Representation Learning beyond Masked Language Modeling | 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 |
| Integrated Semantic and Phonetic Post-correction for Chinese Speech Recognition | Nov 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information | Nov 16, 2021 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| Better Language Model with Hypernym Class Prediction | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| End-to-end Reference-free Single-document Summary Quality Assessment | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adaptive Testing and Debugging of NLP Models | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Generative Prompt Tuning for Relation Classification | Nov 16, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| BERT got a Date: Introducing Transformers to Temporal Tagging | Nov 16, 2021 | ClassificationDecoder | —Unverified | 0 |
| CINO: A Chinese Minority Pre-trained Language Model | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference | Nov 16, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| Invariant Language Modeling | Nov 16, 2021 | Domain GeneralizationLanguage Modeling | —Unverified | 0 |
| Heterogeneous Language Model Optimization in Automatic Speech Recognition | Nov 16, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| DAWSON: Data Augmentation using Weak Supervision On Natural Language | Nov 16, 2021 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation | Nov 16, 2021 | DecoderDiversity | —Unverified | 0 |
| Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation | Nov 16, 2021 | Image CaptioningKnowledge Distillation | —Unverified | 0 |
| BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Context-Aware Language Modeling for Goal-Oriented Dialogue Systems | Nov 16, 2021 | Data AugmentationGoal-Oriented Dialogue Systems | —Unverified | 0 |
| Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems | Nov 16, 2021 | Language ModelingLanguage Modelling | —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 |
| Autoregressive Language Model for Zero-shot Constrained Keyphrase Generation | Nov 16, 2021 | Keyphrase GenerationLanguage Modeling | —Unverified | 0 |
| GLM: General Language Model Pretraining with Autoregressive Blank Infilling | Nov 16, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| Language Model-Guided Knowledge Subgraphs for Question Answering | Nov 16, 2021 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| Accurate, yet Inconsistent? Consistency Analysis on Language Models | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KALA: Knowledge-Augmented Language Model Adaptation | Nov 16, 2021 | Domain AdaptationGeneral Knowledge | —Unverified | 0 |
| Compressing Sentence Representation via Homomorphic Projective Distillation | Nov 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KinyaBERT: a Morphology-aware Kinyarwanda Language Model | 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 |