| Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach | Jan 5, 2023 | DecoderDescriptive | CodeCode Available | 0 |
| Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers | Jan 5, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 7 |
| Large Language Models as Corporate Lobbyists | Jan 3, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ClusTop: An unsupervised and integrated text clustering and topic extraction framework | Jan 3, 2023 | ClusteringDimensionality Reduction | —Unverified | 0 |
| PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora | Jan 3, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Understanding Political Polarisation using Language Models: A dataset and method | Jan 2, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Analysing Discrete Self Supervised Speech Representation for Spoken Language Modeling | Jan 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm | Jan 1, 2023 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 |
| Distilling DETR with Visual-Linguistic Knowledge for Open-Vocabulary Object Detection | Jan 1, 2023 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| PODA: Prompt-driven Zero-shot Domain Adaptation | Jan 1, 2023 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Open-Category Human-Object Interaction Pre-Training via Language Modeling Framework | Jan 1, 2023 | Human-Object Interaction DetectionLanguage Modeling | —Unverified | 0 |
| Fusing Pre-Trained Language Models With Multimodal Prompts Through Reinforcement Learning | Jan 1, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks | Jan 1, 2023 | Cross-Modal RetrievalImage Captioning | —Unverified | 0 |
| Logic Mill -- A Knowledge Navigation System | Dec 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Rethinking with Retrieval: Faithful Large Language Model Inference | Dec 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Memory Augmented Lookup Dictionary based Language Modeling for Automatic Speech Recognition | Dec 30, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports | Dec 30, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Black-box language model explanation by context length probing | Dec 30, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Hungry Hungry Hippos: Towards Language Modeling with State Space Models | Dec 28, 2022 | 8kCoreference Resolution | CodeCode Available | 2 |
| Cramming: Training a Language Model on a Single GPU in One Day | Dec 28, 2022 | GPULanguage Modeling | CodeCode Available | 3 |
| Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment | Dec 26, 2022 | Knowledge Base Question AnsweringLanguage Modeling | CodeCode Available | 0 |
| MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning | Dec 23, 2022 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization | Dec 22, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| HMM-based data augmentation for E2E systems for building conversational speech synthesis systems | Dec 22, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise | Dec 22, 2022 | DecoderDenoising | —Unverified | 0 |
| ImPaKT: A Dataset for Open-Schema Knowledge Base Construction | Dec 21, 2022 | AttributeKnowledge Base Construction | —Unverified | 0 |
| Crowd Score: A Method for the Evaluation of Jokes using Large Language Model AI Voters as Judges | Dec 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Critic-Guided Decoding for Controlled Text Generation | Dec 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models | Dec 21, 2022 | Extractive Question-AnsweringLanguage Modeling | —Unverified | 0 |
| Resolving Indirect Referring Expressions for Entity Selection | Dec 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis | Dec 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Zero-shot Triplet Extraction by Template Infilling | Dec 21, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| Training language models to summarize narratives improves brain alignment | Dec 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-shot In-Context Learners | Dec 21, 2022 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning | Dec 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SERENGETI: Massively Multilingual Language Models for Africa | Dec 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| KronA: Parameter Efficient Tuning with Kronecker Adapter | Dec 20, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| In-context Learning Distillation: Transferring Few-shot Learning Ability of Pre-trained Language Models | Dec 20, 2022 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Controllable Text Generation with Language Constraints | Dec 20, 2022 | AttributeLanguage Modeling | —Unverified | 0 |
| Can Current Task-oriented Dialogue Models Automate Real-world Scenarios in the Wild? | Dec 20, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EIT: Enhanced Interactive Transformer | Dec 20, 2022 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 0 |
| A Length-Extrapolatable Transformer | Dec 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| AnyTOD: A Programmable Task-Oriented Dialog System | Dec 20, 2022 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Language Modeling with Latent Situations | Dec 20, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models | Dec 20, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Identifying and Manipulating the Personality Traits of Language Models | Dec 20, 2022 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Does CLIP Bind Concepts? Probing Compositionality in Large Image Models | Dec 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DISCO: Distilling Counterfactuals with Large Language Models | Dec 20, 2022 | counterfactualData Augmentation | CodeCode Available | 1 |
| Go-tuning: Improving Zero-shot Learning Abilities of Smaller Language Models | Dec 20, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Is GPT-3 a Good Data Annotator? | Dec 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |