| Revisiting Representation Degeneration Problem in Language Modeling | Nov 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection | Nov 1, 2020 | Abusive LanguageLanguage Modeling | —Unverified | 0 |
| Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages | Nov 1, 2020 | Cross-Lingual TransferGraph Learning | —Unverified | 0 |
| From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers | Nov 1, 2020 | Cross-Lingual Word EmbeddingsDependency Parsing | —Unverified | 0 |
| Coding Textual Inputs Boosts the Accuracy of Neural Networks | Nov 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ``I'd rather just go to bed'': Understanding Indirect Answers | Nov 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization | Nov 1, 2020 | Common Sense ReasoningData Augmentation | —Unverified | 0 |
| Explainable Clinical Decision Support from Text | Nov 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Connecting the Dots: Event Graph Schema Induction with Path Language Modeling | Nov 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments | Nov 1, 2020 | Automated Essay ScoringLanguage Modeling | —Unverified | 0 |
| PALM: Pre-training an Autoencoding\&Autoregressive Language Model for Context-conditioned Generation | Nov 1, 2020 | Abstractive Text SummarizationConversational Response Generation | —Unverified | 0 |
| Personal Information Leakage Detection in Conversations | Nov 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| TESA: A Task in Entity Semantic Aggregation for Abstractive Summarization | Nov 1, 2020 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| ControlVAE: Tuning, Analytical Properties, and Performance Analysis | Oct 31, 2020 | DisentanglementImage Generation | CodeCode Available | 4 |
| Understanding Pre-trained BERT for Aspect-based Sentiment Analysis | Oct 31, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Semantic Labeling Using a Deep Contextualized Language Model | Oct 30, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| SLM: Learning a Discourse Language Representation with Sentence Unshuffling | Oct 30, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach | Oct 30, 2020 | Deep Reinforcement LearningLanguage Modeling | —Unverified | 0 |
| Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition | Oct 30, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Memory Attentive Fusion: External Language Model Integration for Transformer-based Sequence-to-Sequence Model | Oct 29, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Contextual BERT: Conditioning the Language Model Using a Global State | Oct 29, 2020 | ArticlesLanguage Modeling | —Unverified | 0 |
| One In A Hundred: Select The Best Predicted Sequence from Numerous Candidates for Streaming Speech Recognition | Oct 28, 2020 | DecoderDiversity | —Unverified | 0 |
| Fusion Models for Improved Visual Captioning | Oct 28, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Effective Decoder Masking for Transformer Based End-to-End Speech Recognition | Oct 27, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Multitask Training with Text Data for End-to-End Speech Recognition | Oct 27, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Probing Task-Oriented Dialogue Representation from Language Models | Oct 26, 2020 | ClusteringLanguage Modeling | —Unverified | 0 |
| Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining | Oct 26, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification | Oct 26, 2020 | Few-Shot Text ClassificationGeneral Classification | CodeCode Available | 2 |
| Accelerating Training of Transformer-Based Language Models with Progressive Layer Dropping | Oct 26, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer | Oct 26, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CLPLM: Character Level Pretrained Language Model for Extracting Support Phrases for Sentiment Labels | Oct 24, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Context-aware Decoder for Neural Machine Translation using a Target-side Document-Level Language Model | Oct 24, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning | Oct 24, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Large Scale Legal Text Classification Using Transformer Models | Oct 24, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised Paraphrasing with Pretrained Language Models | Oct 24, 2020 | BlockingLanguage Modeling | —Unverified | 0 |
| When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models | Oct 24, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Robust Document Representations using Latent Topics and Metadata | Oct 23, 2020 | Document ClassificationLanguage Modeling | —Unverified | 0 |
| On Minimum Word Error Rate Training of the Hybrid Autoregressive Transducer | Oct 23, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dynamic Contextualized Word Embeddings | Oct 23, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training | Oct 23, 2020 | Data-to-Text GenerationLanguage Modeling | CodeCode Available | 1 |
| Concealed Data Poisoning Attacks on NLP Models | Oct 23, 2020 | Data PoisoningLanguage Modeling | —Unverified | 0 |
| ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding | Oct 23, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| DICT-MLM: Improved Multilingual Pre-Training using Bilingual Dictionaries | Oct 23, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| HateBERT: Retraining BERT for Abusive Language Detection in English | Oct 23, 2020 | Abusive LanguageHate Speech Detection | CodeCode Available | 0 |
| On the Transformer Growth for Progressive BERT Training | Oct 23, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multilingual BERT Post-Pretraining Alignment | Oct 23, 2020 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| ST-BERT: Cross-modal Language Model Pre-training For End-to-end Spoken Language Understanding | Oct 23, 2020 | cross-modal alignmentLanguage Modeling | —Unverified | 0 |
| Pre-training with Meta Learning for Chinese Word Segmentation | Oct 23, 2020 | Chinese Word SegmentationLanguage Modeling | —Unverified | 0 |
| TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Towards Fully Bilingual Deep Language Modeling | Oct 22, 2020 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 0 |