| ProcessBERT: Towards Equivalence Judgment of Variable Definitions among Multiple Engineering Documents | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Seq-GAN-BERT:Sequence Generative Adversarial Learning for Low-resource Name Entity Recognition | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Interactive Language Modeling | Jan 16, 2022 | Language AcquisitionLanguage Modeling | —Unverified | 0 |
| Low Resource Style Transfer via Domain Adaptive Meta Learning | Jan 16, 2022 | General KnowledgeLanguage Modeling | —Unverified | 0 |
| Representation Learning for Resource-Constrained Keyphrase Generation | Jan 16, 2022 | DenoisingKeyphrase Generation | —Unverified | 0 |
| Representation Learning for Conversational Data using Discourse Mutual Information Maximization | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| STT: Soft Template Tuning for Few-Shot Learning | Jan 16, 2022 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| Multi-Stage Pre-Training for Math-Understanding: ^2(AL)BERT | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Minimally-Supervised Relation Induction from Pre-trained Language Model | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| When More is not Necessary Better: Multilingual Auxiliary Tasks for Zero-Shot Cross-Lingual Transfer of Hate Speech Detection Models | Jan 16, 2022 | Cross-Lingual TransferHate Speech Detection | —Unverified | 0 |
| A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking | Jan 15, 2022 | Dialogue State TrackingLanguage Modeling | —Unverified | 0 |
| A Novel Multi-Task Learning Method for Symbolic Music Emotion Recognition | Jan 15, 2022 | Emotion RecognitionLanguage Modeling | —Unverified | 0 |
| The Dark Side of the Language: Pre-trained Transformers in the DarkNet | Jan 14, 2022 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Applying a Generic Sequence-to-Sequence Model for Simple and Effective Keyphrase Generation | Jan 14, 2022 | Keyphrase GenerationLanguage Modeling | —Unverified | 0 |
| Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer | Jan 14, 2022 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Datasheet for the Pile | Jan 13, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| 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 |
| Black-Box Tuning for Language-Model-as-a-Service | Jan 10, 2022 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| 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 |
| Improving Mandarin End-to-End Speech Recognition with Word N-gram Language Model | Jan 6, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| 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 |
| Submix: Practical Private Prediction for Large-Scale Language Models | Jan 4, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Technology Mapping Using WebAI: The Case of 3D Printing | 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 |
| EvoMoE: An Evolutional Mixture-of-Experts Training Framework via Dense-To-Sparse Gate | Dec 29, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model | Dec 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Event-based clinical findings extraction from radiology reports with pre-trained language model | Dec 27, 2021 | AnatomyComputed Tomography (CT) | CodeCode Available | 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 |
| Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition | Dec 24, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Counterfactual Memorization in Neural Language Models | Dec 24, 2021 | counterfactualLanguage Modeling | —Unverified | 0 |
| ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation | Dec 23, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
| Spiral Language Modeling | Dec 20, 2021 | DiversityLanguage Modeling | —Unverified | 0 |
| Efficient Large Scale Language Modeling with Mixtures of Experts | Dec 20, 2021 | Language ModelingLanguage Modelling | —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 |
| Self-Supervised Learning for speech recognition with Intermediate layer supervision | Dec 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Reconsidering the Past: Optimizing Hidden States in Language Models | Dec 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Hierarchical Domain Adaptation for Pretrained Language Models | Dec 16, 2021 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |