| Contextual Temperature for Language Modeling | Dec 25, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cross-lingual Universal Dependency Parsing Only from One Monolingual Treebank | Dec 24, 2020 | Cross-Lingual TransferDependency Parsing | —Unverified | 0 |
| SubICap: Towards Subword-informed Image Captioning | Dec 24, 2020 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Code Switching Language Model Using Monolingual Training Data | Dec 23, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning | Dec 22, 2020 | Generalization BoundsLanguage Modeling | CodeCode Available | 1 |
| Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor Recognition | Dec 22, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pre-Training a Language Model Without Human Language | Dec 22, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RealFormer: Transformer Likes Residual Attention | Dec 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| An End-to-End Document-Level Neural Discourse Parser Exploiting Multi-Granularity Representations | Dec 21, 2020 | DecoderDiscourse Parsing | —Unverified | 0 |
| Lexically-constrained Text Generation through Commonsense Knowledge Extraction and Injection | Dec 19, 2020 | Common Sense ReasoningConditional Text Generation | —Unverified | 0 |
| Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training | Dec 18, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A review of on-device fully neural end-to-end automatic speech recognition algorithms | Dec 14, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model | Dec 14, 2020 | Deep LearningFeature Engineering | CodeCode Available | 1 |
| Extracting Training Data from Large Language Models | Dec 14, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Audio Captioning using Pre-Trained Large-Scale Language Model Guided by Audio-based Similar Caption Retrieval | Dec 14, 2020 | Audio captioningLanguage Modeling | —Unverified | 0 |
| MiniVLM: A Smaller and Faster Vision-Language Model | Dec 13, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CogALex-VI Shared Task: Transrelation - A Robust Multilingual Language Model for Multilingual Relation Identification | Dec 12, 2020 | Hypernym DiscoveryLanguage Modeling | CodeCode Available | 0 |
| AffectON: Incorporating Affect Into Dialog Generation | Dec 12, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Morphology Matters: A Multilingual Language Modeling Analysis | Dec 11, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Neural Programming Interfaces | Dec 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Multi-Sense Language Modelling | Dec 10, 2020 | Graph AttentionLanguage Modeling | —Unverified | 0 |
| BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR | Dec 10, 2020 | ArticlesInformation Retrieval | —Unverified | 0 |
| Fusing Context Into Knowledge Graph for Commonsense Question Answering | Dec 9, 2020 | Common Sense ReasoningKnowledge Graphs | CodeCode Available | 1 |
| Incorporating Domain Knowledge To Improve Topic Segmentation Of Long MOOC Lecture Videos | Dec 8, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Parameter Efficient Multimodal Transformers for Video Representation Learning | Dec 8, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TAP: Text-Aware Pre-training for Text-VQA and Text-Caption | Dec 8, 2020 | Caption GenerationLanguage Modeling | CodeCode Available | 1 |
| KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning | Dec 7, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pre-training Protein Language Models with Label-Agnostic Binding Pairs Enhances Performance in Downstream Tasks | Dec 5, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Playing Text-Based Games with Common Sense | Dec 4, 2020 | Common Sense ReasoningDeep Reinforcement Learning | —Unverified | 0 |
| Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning | Dec 4, 2020 | Active LearningLanguage Modeling | —Unverified | 0 |
| Adapt-and-Adjust: Overcoming the Long-Tail Problem of Multilingual Speech Recognition | Dec 3, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GottBERT: a pure German Language Model | Dec 3, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains | Dec 2, 2020 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Speech Disfluencies occur at Higher Perplexities | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Generating Query to Perform Query Focused Abstractive Summarization using Pre-trained Model | Dec 1, 2020 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 0 |
| ProsperAMnet at FinCausal 2020, Task 1 & 2: Modeling causality in financial texts using multi-headed transformers | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Chinese Grammatical Error Diagnosis with Graph Convolution Network and Multi-task Learning | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Sentiment-annotated Dataset of English Causal Connectives | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| PGL at TextGraphs 2020 Shared Task: Explanation Regeneration using Language and Graph Learning Methods | Dec 1, 2020 | Graph LearningLanguage Modeling | CodeCode Available | 3 |
| Merge and Recognize: A Geometry and 2D Context Aware Graph Model for Named Entity Recognition from Visual Documents | Dec 1, 2020 | document understandingLanguage Modeling | —Unverified | 0 |
| BertAA : BERT fine-tuning for Authorship Attribution | Dec 1, 2020 | Authorship AttributionFeature Engineering | —Unverified | 0 |
| CLPLM: Character Level Pretrained Language Model for ExtractingSupport Phrases for Sentiment Labels | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| End-to-End Automatic Speech Recognition for Gujarati | Dec 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Composing Byte-Pair Encodings for Morphological Sequence Classification | Dec 1, 2020 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| Contextual Augmentation of Pretrained Language Models for Emotion Recognition in Conversations | Dec 1, 2020 | Emotion RecognitionLanguage Modeling | —Unverified | 0 |
| MultiVitaminBooster at PARSEME Shared Task 2020: Combining Window- and Dependency-Based Features with Multilingual Contextualised Word Embeddings for VMWE Detection | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Surface Realization Using Pretrained Language Models | Dec 1, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Unifying Input and Output Smoothing in Neural Machine Translation | Dec 1, 2020 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Neural Language Modeling for Named Entity Recognition | Dec 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |