| ED-FAITH: Evaluating Dialogue Summarization on Faithfulness | Nov 15, 2022 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 |
| Introducing Semantics into Speech Encoders | Nov 15, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Empowering Language Models with Knowledge Graph Reasoning for Question Answering | Nov 15, 2022 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| RobBERT-2022: Updating a Dutch Language Model to Account for Evolving Language Use | Nov 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Replacing Language Model for Style Transfer | Nov 14, 2022 | DisentanglementLanguage Modeling | CodeCode Available | 0 |
| Controllable Citation Sentence Generation with Language Models | Nov 14, 2022 | AttributeLanguage Modeling | CodeCode Available | 0 |
| Grafting Pre-trained Models for Multimodal Headline Generation | Nov 14, 2022 | DecoderHeadline Generation | —Unverified | 0 |
| ALBERT with Knowledge Graph Encoder Utilizing Semantic Similarity for Commonsense Question Answering | Nov 14, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards a Mathematics Formalisation Assistant using Large Language Models | Nov 14, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Xu at SemEval-2022 Task 4: Pre-BERT Neural Network Methods vs Post-BERT RoBERTa Approach for Patronizing and Condescending Language Detection | Nov 13, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission Prediction | Nov 13, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Textual Data Augmentation for Patient Outcomes Prediction | Nov 13, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning | Nov 12, 2022 | image-classificationImage Classification | —Unverified | 0 |
| DocuT5: Seq2seq SQL Generation with Table Documentation | Nov 11, 2022 | Domain GeneralizationLanguage Modeling | —Unverified | 0 |
| LERT: A Linguistically-motivated Pre-trained Language Model | Nov 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information | Nov 10, 2022 | FormLanguage Modeling | —Unverified | 0 |
| Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control | Nov 10, 2022 | AttributeFairness | CodeCode Available | 0 |
| The CRINGE Loss: Learning what language not to model | Nov 10, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MSDT: Masked Language Model Scoring Defense in Text Domain | Nov 10, 2022 | Backdoor Attackbackdoor defense | CodeCode Available | 0 |
| Prompt Learning for Domain Adaptation in Task-Oriented Dialogue | Nov 10, 2022 | Domain Adaptationintent-classification | —Unverified | 0 |
| BERT in Plutarch's Shadows | Nov 10, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Training self-supervised peptide sequence models on artificially chopped proteins | Nov 9, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Adaptive Multi-Corpora Language Model Training for Speech Recognition | Nov 9, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| BLOOM: A 176B-Parameter Open-Access Multilingual Language Model | Nov 9, 2022 | DecoderLanguage Modeling | CodeCode Available | 4 |
| FF2: A Feature Fusion Two-Stream Framework for Punctuation Restoration | Nov 9, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Noisy Student Training on Non-target Domain Data for Automatic Speech Recognition | Nov 9, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation | Nov 9, 2022 | Contrastive LearningDecoder | —Unverified | 0 |
| Understanding Cross-modal Interactions in V&L Models that Generate Scene Descriptions | Nov 9, 2022 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Third-Party Aligner for Neural Word Alignments | Nov 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Self-conditioned Embedding Diffusion for Text Generation | Nov 8, 2022 | Image GenerationLanguage Modeling | —Unverified | 0 |
| Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic | Nov 8, 2022 | AvgLanguage Modeling | —Unverified | 0 |
| Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps | Nov 8, 2022 | Continual PretrainingDomain Adaptation | CodeCode Available | 0 |
| Active Learning with Tabular Language Models | Nov 8, 2022 | Active LearningComputational Efficiency | —Unverified | 0 |
| Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach | Nov 7, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 |
| AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis | Nov 7, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables | Nov 7, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages | Nov 7, 2022 | Active LearningLanguage Modeling | CodeCode Available | 1 |
| Complex Reading Comprehension Through Question Decomposition | Nov 7, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Prompter: Utilizing Large Language Model Prompting for a Data Efficient Embodied Instruction Following | Nov 7, 2022 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| Probing neural language models for understanding of words of estimative probability | Nov 7, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Suffix Retrieval-Augmented Language Modeling | Nov 6, 2022 | Causal Language ModelingLanguage Modeling | CodeCode Available | 0 |
| Noisy Channel for Automatic Text Simplification | Nov 6, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction | Nov 4, 2022 | Fraud DetectionKnowledge Graph Completion | CodeCode Available | 1 |
| Using Large Pre-Trained Language Model to Assist FDA in Premarket Medical Device | Nov 3, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic | Nov 3, 2022 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 0 |
| Probing Statistical Representations For End-To-End ASR | Nov 3, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| LMentry: A Language Model Benchmark of Elementary Language Tasks | Nov 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Contextual information integration for stance detection via cross-attention | Nov 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model | Nov 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively | Nov 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |