| Applying a Generic Sequence-to-Sequence Model for Simple and Effective Keyphrase Generation | Jan 14, 2022 | Keyphrase GenerationLanguage Modeling | —Unverified | 0 |
| Multi-task Pre-training Language Model for Semantic Network Completion | Jan 13, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 0 |
| Uni-EDEN: Universal Encoder-Decoder Network by Multi-Granular Vision-Language Pre-training | Jan 11, 2022 | DecoderImage Captioning | —Unverified | 0 |
| Better Modeling the Programming World with Code Concept Graphs-augmented Multi-modal Learning | Jan 10, 2022 | Code SearchGraph Neural Network | —Unverified | 0 |
| An Ensemble Approach to Acronym Extraction using Transformers | Jan 9, 2022 | Information RetrievalLanguage Modeling | CodeCode Available | 0 |
| Low-Rank Constraints for Fast Inference in Structured Models | Jan 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Textual Data Augmentation for Arabic-English Code-Switching Speech Recognition | Jan 7, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation | Jan 7, 2022 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Formal Analysis of Art: Proxy Learning of Visual Concepts from Style Through Language Models | Jan 5, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Interactive Attention AI to translate low light photos to captions for night scene understanding in women safety | Jan 4, 2022 | DecoderDeep Learning | —Unverified | 0 |
| Technology Mapping Using WebAI: The Case of 3D Printing | Jan 4, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Submix: Practical Private Prediction for Large-Scale Language Models | Jan 4, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Rethinking Controllable Variational Autoencoders | Jan 1, 2022 | DisentanglementImage Generation | —Unverified | 0 |
| TextRGNN: Residual Graph Neural Networks for Text Classification | Dec 30, 2021 | ClassificationGraph Neural Network | —Unverified | 0 |
| Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment | Dec 27, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Evaluating Contextual Embeddings and their Extraction Layers for Depression Assessment | Dec 27, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Event-based clinical findings extraction from radiology reports with pre-trained language model | Dec 27, 2021 | AnatomyComputed Tomography (CT) | CodeCode Available | 0 |
| Counterfactual Memorization in Neural Language Models | Dec 24, 2021 | counterfactualLanguage Modeling | —Unverified | 0 |
| Towards more patient friendly clinical notes through language models and ontologies | Dec 23, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Importance of the Current Input in Sequence Modeling | Dec 22, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Diformer: Directional Transformer for Neural Machine Translation | Dec 22, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Large Scale Language Modeling with Mixtures of Experts | Dec 20, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Spiral Language Modeling | Dec 20, 2021 | DiversityLanguage Modeling | —Unverified | 0 |
| Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching | Dec 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| AutoGraphex: Zero-shot Biomedical Definition Generation with Automatic Prompting | Dec 17, 2021 | DescriptiveLanguage Modeling | —Unverified | 0 |
| Pretrained Language Models Are All You Need For Text-to-SQL Schema Linking | Dec 17, 2021 | AllLanguage Modeling | —Unverified | 0 |
| Reconsidering the Past: Optimizing Hidden States in Language Models | Dec 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Prompt Tuning GPT-2 language model for parameter-efficient domain adaptation of ASR systems | Dec 16, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| DOCmT5: Document-Level Pretraining of Multilingual Language Models | Dec 16, 2021 | de-enDocument Summarization | —Unverified | 0 |
| Lacuna Reconstruction: Self-supervised Pre-training for Low-Resource Historical Document Transcription | Dec 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge | Dec 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning | Dec 16, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation | Dec 15, 2021 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| Assisted Text Annotation Using Active Learning to Achieve High Quality with Little Effort | Dec 15, 2021 | Active LearningArticles | —Unverified | 0 |
| Applying SoftTriple Loss for Supervised Language Model Fine Tuning | Dec 15, 2021 | General KnowledgeLanguage Modeling | —Unverified | 0 |
| Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling | Dec 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Simple Text Detoxification by Identifying a Linear Toxic Subspace in Language Model Embeddings | Dec 15, 2021 | Abusive LanguageLanguage Modeling | —Unverified | 0 |
| Towards Interactive Language Modeling | Dec 14, 2021 | Language AcquisitionLanguage Modeling | —Unverified | 0 |
| Few-shot Multi-hop Question Answering over Knowledge Base | Dec 14, 2021 | Few-Shot LearningKnowledge Base Question Answering | —Unverified | 0 |
| CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising | Dec 14, 2021 | Cross-Modal RetrievalDecoder | —Unverified | 0 |
| From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression | Dec 14, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| Improving Hybrid CTC/Attention End-to-end Speech Recognition with Pretrained Acoustic and Language Model | Dec 14, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework | Dec 14, 2021 | Active LearningLanguage Modeling | —Unverified | 0 |
| Controlled Cue Generation for Play Scripts | Dec 13, 2021 | AttributeLanguage Modeling | —Unverified | 0 |
| GLaM: Efficient Scaling of Language Models with Mixture-of-Experts | Dec 13, 2021 | Common Sense ReasoningIn-Context Learning | —Unverified | 0 |
| Large Language Models are not Models of Natural Language: they are Corpus Models | Dec 13, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Surfer100: Generating Surveys From Web Resources, Wikipedia-style | Dec 13, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Code-switching Language Modeling with Artificially Generated Texts using Cycle-consistent Adversarial Networks | Dec 12, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Efficient and Reliable Overlay Networks for Decentralized Federated Learning | Dec 12, 2021 | Federated LearningGeneralization Bounds | —Unverified | 0 |
| Discourse-Aware Soft Prompting for Text Generation | Dec 10, 2021 | BlockingConditional Text Generation | —Unverified | 0 |