| 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 |