| Self-supervised Image-text Pre-training With Mixed Data In Chest X-rays | Mar 30, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| XRJL-HKUST at SemEval-2021 Task 4: WordNet-Enhanced Dual Multi-head Co-Attention for Reading Comprehension of Abstract Meaning | Mar 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Retraining DistilBERT for a Voice Shopping Assistant by Using Universal Dependencies | Mar 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BART based semantic correction for Mandarin automatic speech recognition system | Mar 26, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Correcting Automated and Manual Speech Transcription Errors using Warped Language Models | Mar 26, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| K-XLNet: A General Method for Combining Explicit Knowledge with Language Model Pretraining | Mar 25, 2021 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| An Approach to Improve Robustness of NLP Systems against ASR Errors | Mar 25, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Visual Grounding Strategies for Text-Only Natural Language Processing | Mar 25, 2021 | Image RetrievalLanguage Modeling | —Unverified | 0 |
| Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2 | Mar 24, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FastMoE: A Fast Mixture-of-Expert Training System | Mar 24, 2021 | GPULanguage Modeling | CodeCode Available | 2 |
| Variable Name Recovery in Decompiled Binary Code using Constrained Masked Language Modeling | Mar 23, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Nutri-bullets: Summarizing Health Studies by Composing Segments | Mar 22, 2021 | Document SummarizationLanguage Modeling | CodeCode Available | 0 |
| Attribute Alignment: Controlling Text Generation from Pre-trained Language Models | Mar 20, 2021 | AttributeDiversity | CodeCode Available | 0 |
| Controllable Generation from Pre-trained Language Models via Inverse Prompting | Mar 19, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Play the Shannon Game With Language Models: A Human-Free Approach to Summary Evaluation | Mar 19, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation | Mar 18, 2021 | Bilingual Lexicon InductionLanguage Modeling | CodeCode Available | 1 |
| GLM: General Language Model Pretraining with Autoregressive Blank Infilling | Mar 18, 2021 | Abstractive Text SummarizationClassification | CodeCode Available | 3 |
| GPT Understands, Too | Mar 18, 2021 | Knowledge ProbingLanguage Modeling | CodeCode Available | 2 |
| Structure Inducing Pre-Training | Mar 18, 2021 | DescriptiveInductive Bias | CodeCode Available | 1 |
| Towards Few-Shot Fact-Checking via Perplexity | Mar 17, 2021 | Fact CheckingFew-Shot Learning | —Unverified | 0 |
| UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model | Mar 17, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Set-to-Sequence Methods in Machine Learning: a Review | Mar 17, 2021 | BIG-bench Machine LearningLanguage Modeling | —Unverified | 0 |
| Value-aware Approximate Attention | Mar 17, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Advancing RNN Transducer Technology for Speech Recognition | Mar 17, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Claim Verification using a Multi-GAN based Model | Mar 14, 2021 | Claim VerificationLanguage Modeling | —Unverified | 0 |
| Learning a Word-Level Language Model with Sentence-Level Noise Contrastive Estimation for Contextual Sentence Probability Estimation | Mar 14, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Optimal Embedding Calibration for Symbolic Music Similarity | Mar 13, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Diversity of Neural Text Generation via Inverse Probability Weighting | Mar 13, 2021 | DiversityLanguage Modeling | —Unverified | 0 |
| Bilingual Dictionary-based Language Model Pretraining for Neural Machine Translation | Mar 12, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Inductive Relation Prediction by BERT | Mar 12, 2021 | Few-Shot LearningInductive Learning | CodeCode Available | 1 |
| Evaluation of Morphological Embeddings for English and Russian Languages | Mar 11, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora | Mar 11, 2021 | DenoisingLanguage Modeling | —Unverified | 0 |
| Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition | Mar 11, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models | Mar 11, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding | Mar 11, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Combining Context-Free and Contextualized Representations for Arabic Sarcasm Detection and Sentiment Identification | Mar 9, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MTLHealth: A Deep Learning System for Detecting Disturbing Content in Student Essays | Mar 7, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Extracting Semantic Process Information from the Natural Language in Event Logs | Mar 6, 2021 | AttributeLanguage Modeling | —Unverified | 0 |
| University of Copenhagen Participation in TREC Health Misinformation Track 2020 | Mar 3, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Random Feature Attention | Mar 3, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| OAG-BERT: Towards A Unified Backbone Language Model For Academic Knowledge Services | Mar 3, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Unsupervised Word Segmentation with Bi-directional Neural Language Model | Mar 2, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| The Rediscovery Hypothesis: Language Models Need to Meet Linguistics | Mar 2, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| OmniNet: Omnidirectional Representations from Transformers | Mar 1, 2021 | de-enFew-Shot Learning | CodeCode Available | 0 |
| Long Document Summarization in a Low Resource Setting using Pretrained Language Models | Mar 1, 2021 | Abstractive Text SummarizationDocument Summarization | —Unverified | 0 |
| Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP | Feb 28, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking | Feb 27, 2021 | Data AugmentationDialogue State Tracking | —Unverified | 0 |
| Chess as a Testbed for Language Model State Tracking | Feb 26, 2021 | Game of ChessLanguage Modeling | CodeCode Available | 1 |
| A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives | Feb 25, 2021 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning | Feb 25, 2021 | Language Model EvaluationLanguage Modeling | CodeCode Available | 1 |