| SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing | Jan 1, 2021 | Dialogue State TrackingLanguage Modeling | —Unverified | 0 |
| Syntactic Relevance XLNet Word Embedding Generation in Low-Resource Machine Translation | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Partial Off-Policy Learning: Balance Accuracy and Diversity for Human-Oriented Image Captioning | Jan 1, 2021 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Text Document Clustering: Wordnet vs. TF-IDF vs. Word Embeddings | Jan 1, 2021 | ClusteringLanguage Modeling | —Unverified | 0 |
| SEQUENCE-LEVEL FEATURES: HOW GRU AND LSTM CELLS CAPTURE N-GRAMS | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Subformer: A Parameter Reduced Transformer | Jan 1, 2021 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Translation Memory Guided Neural Machine Translation | Jan 1, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| Memory Representation in Transformer | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Transformer protein language models are unsupervised structure learners | Jan 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Studying Strategically: Learning to Mask for Closed-book QA | Dec 31, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders | Dec 31, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Verb Knowledge Injection for Multilingual Event Processing | Dec 31, 2020 | Event ExtractionLanguage Modeling | —Unverified | 0 |
| Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation | Dec 31, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ERNIE-Doc: A Retrospective Long-Document Modeling Transformer | Dec 31, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| CoCoLM: COmplex COmmonsense Enhanced Language Model with Discourse Relations | Dec 31, 2020 | Knowledge GraphsLanguage Modeling | CodeCode Available | 0 |
| Can Sequence-to-Sequence Models Crack Substitution Ciphers? | Dec 30, 2020 | DeciphermentLanguage Identification | —Unverified | 0 |
| Enhancing Pre-trained Language Model with Lexical Simplification | Dec 30, 2020 | DiversityGeneral Classification | —Unverified | 0 |
| SemGloVe: Semantic Co-occurrences for GloVe from BERT | Dec 30, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Generating Adversarial Examples in Chinese Texts Using Sentence-Pieces | Dec 29, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding | Dec 29, 2020 | Document Image ClassificationDocument Layout Analysis | CodeCode Available | 0 |
| CMV-BERT: Contrastive multi-vocab pretraining of BERT | Dec 29, 2020 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Universal Sentence Representation Learning with Conditional Masked Language Model | Dec 28, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| General Mechanism of Evolution Shared by Proteins and Words | Dec 28, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Assessment of the Relative Importance of different hyper-parameters of LSTM for an IDS | Dec 26, 2020 | Intrusion DetectionLanguage Modeling | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| AffectON: Incorporating Affect Into Dialog Generation | Dec 12, 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 |
| Morphology Matters: A Multilingual Language Modeling Analysis | Dec 11, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| 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 |
| 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 |
| KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning | Dec 7, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning | Dec 4, 2020 | Active LearningLanguage Modeling | —Unverified | 0 |
| Playing Text-Based Games with Common Sense | Dec 4, 2020 | Common Sense ReasoningDeep Reinforcement Learning | —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 |
| Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification | Dec 1, 2020 | ClassificationGraph Attention | —Unverified | 0 |
| Multi-Word Lexical Simplification | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |