| AcTune: Uncertainty-aware Active Self-Training for Semi-Supervised Active Learning with Pretrained Language Models | Dec 16, 2021 | Active LearningLanguage Modeling | CodeCode Available | 1 |
| Value Retrieval with Arbitrary Queries for Form-like Documents | Dec 15, 2021 | document understandingForm | CodeCode Available | 1 |
| Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information | Dec 15, 2021 | Conversational RecommendationLanguage Modeling | CodeCode Available | 1 |
| Deciphering antibody affinity maturation with language models and weakly supervised learning | Dec 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Step-unrolled Denoising Autoencoders for Text Generation | Dec 13, 2021 | DenoisingLanguage Modeling | CodeCode Available | 1 |
| MAGMA -- Multimodal Augmentation of Generative Models through Adapter-based Finetuning | Dec 9, 2021 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Zero-Shot Recommendation as Language Modeling | Dec 8, 2021 | Collaborative FilteringLanguage Modeling | CodeCode Available | 1 |
| MLP Architectures for Vision-and-Language Modeling: An Empirical Study | Dec 8, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Quantifying Adaptability in Pre-trained Language Models with 500 Tasks | Dec 6, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Causal Distillation for Language Models | Dec 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Siamese BERT-based Model for Web Search Relevance Ranking Evaluated on a New Czech Dataset | Dec 3, 2021 | Document RankingLanguage Modeling | CodeCode Available | 1 |
| InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation | Dec 2, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Pixelated Butterfly: Simple and Efficient Sparse training for Neural Network Models | Nov 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic | Nov 29, 2021 | Contrastive LearningDescriptive | CodeCode Available | 1 |
| A Simple Long-Tailed Recognition Baseline via Vision-Language Model | Nov 29, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model | Nov 26, 2021 | Image ManipulationLanguage Modeling | CodeCode Available | 1 |
| UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling | Nov 23, 2021 | Image CaptioningImage Description | CodeCode Available | 1 |
| Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples | Nov 22, 2021 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| RoBERTuito: a pre-trained language model for social media text in Spanish | Nov 18, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| iBOT: Image BERT Pre-Training with Online Tokenizer | Nov 15, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework | Nov 7, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling | Nov 6, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Pilot Study for BERT Language Modelling and Morphological Analysis for Ancient and Medieval Greek | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AESOP: Paraphrase Generation with Adaptive Syntactic Control | Nov 1, 2021 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| A Model of Cross-Lingual Knowledge-Grounded Response Generation for Open-Domain Dialogue Systems | Nov 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
