| ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation | Oct 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks | Oct 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Better Few-Shot and Finetuning Performance with Forgetful Causal Language Models | Oct 24, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A BERT-based Deep Learning Approach for Reputation Analysis in Social Media | Oct 23, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Code4Struct: Code Generation for Few-Shot Event Structure Prediction | Oct 23, 2022 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 |
| Do Language Models Understand Measurements? | Oct 23, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Model Pre-Training with Sparse Latent Typing | Oct 23, 2022 | Few-shot NERLanguage Modeling | CodeCode Available | 1 |
| Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification | Oct 23, 2022 | Few-Shot Text ClassificationLanguage Modeling | —Unverified | 0 |
| Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling | Oct 22, 2022 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 1 |
| Hard Gate Knowledge Distillation -- Leverage Calibration for Robust and Reliable Language Model | Oct 22, 2022 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Generative Prompt Tuning for Relation Classification | Oct 22, 2022 | ClassificationLanguage Modeling | CodeCode Available | 1 |
| PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding | Oct 22, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation | Oct 22, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| LMPriors: Pre-Trained Language Models as Task-Specific Priors | Oct 22, 2022 | Causal InferenceCommon Sense Reasoning | —Unverified | 0 |
| Understanding Domain Learning in Language Models Through Subpopulation Analysis | Oct 22, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| P^3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training | Oct 22, 2022 | Conversational Question AnsweringDecoder | —Unverified | 0 |
| SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation | Oct 21, 2022 | Entity LinkingEntity Typing | —Unverified | 0 |
| Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination | Oct 21, 2022 | Image GenerationLanguage Modeling | CodeCode Available | 0 |
| Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs | Oct 21, 2022 | Automated Theorem ProvingLanguage Modeling | CodeCode Available | 1 |
| Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? | Oct 21, 2022 | Image-text matchingLanguage Modeling | CodeCode Available | 0 |
| InforMask: Unsupervised Informative Masking for Language Model Pretraining | Oct 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Diffuser: Efficient Transformers with Multi-hop Attention Diffusion for Long Sequences | Oct 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Graphemic Normalization of the Perso-Arabic Script | Oct 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Deep LSTM Spoken Term Detection using Wav2Vec 2.0 Recognizer | Oct 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Is Encoder-Decoder Redundant for Neural Machine Translation? | Oct 21, 2022 | DecoderLanguage Modeling | —Unverified | 0 |