| AcTune: Uncertainty-aware Active Self-Training for Semi-Supervised Active Learning with Pretrained Language Models | Dec 16, 2021 | Active LearningLanguage Modeling | CodeCode Available | 1 |
| DOCmT5: Document-Level Pretraining of Multilingual Language Models | Dec 16, 2021 | de-enDocument Summarization | —Unverified | 0 |
| Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge | Dec 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Lacuna Reconstruction: Self-supervised Pre-training for Low-Resource Historical Document Transcription | Dec 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning To Retrieve Prompts for In-Context Learning | Dec 16, 2021 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| 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 |
| Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning | Dec 16, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| UNIREX: A Unified Learning Framework for Language Model Rationale Extraction | Dec 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
| Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information | Dec 15, 2021 | Conversational RecommendationLanguage Modeling | CodeCode Available | 1 |
| Simple Text Detoxification by Identifying a Linear Toxic Subspace in Language Model Embeddings | Dec 15, 2021 | Abusive LanguageLanguage Modeling | —Unverified | 0 |
| Value Retrieval with Arbitrary Queries for Form-like Documents | Dec 15, 2021 | document understandingForm | CodeCode Available | 1 |
| Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling | Dec 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Interactive Language Modeling | Dec 14, 2021 | Language AcquisitionLanguage Modeling | —Unverified | 0 |
| Deciphering antibody affinity maturation with language models and weakly supervised learning | Dec 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Few-shot Multi-hop Question Answering over Knowledge Base | Dec 14, 2021 | Few-Shot LearningKnowledge Base Question Answering | —Unverified | 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 |
| 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 |
| Large Language Models are not Models of Natural Language: they are Corpus Models | Dec 13, 2021 | Language ModelingLanguage Modelling | —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 |