| Extracting Cultural Commonsense Knowledge at Scale | Oct 14, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation | Oct 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining | Feb 16, 2021 | Contrastive LearningGPU | CodeCode Available | 1 |
| Code4Struct: Code Generation for Few-Shot Event Structure Prediction | Oct 23, 2022 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 |
| MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation | Dec 28, 2023 | GSM8KLanguage Model Evaluation | CodeCode Available | 1 |
| ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators | Mar 23, 2020 | GPULanguage Modeling | CodeCode Available | 1 |
| ELECTRAMed: a new pre-trained language representation model for biomedical NLP | Apr 19, 2021 | Drug–drug Interaction ExtractionLanguage Modeling | CodeCode Available | 1 |
| ELI5: Long Form Question Answering | Jul 22, 2019 | FormLanguage Modeling | CodeCode Available | 1 |
| CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking | Feb 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Efficient recurrent architectures through activity sparsity and sparse back-propagation through time | Jun 13, 2022 | Gesture RecognitionLanguage Modeling | CodeCode Available | 1 |
| Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer | Jan 14, 2022 | ClassificationContrastive Learning | CodeCode Available | 1 |
| GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints | May 22, 2023 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Gradient Ascent Post-training Enhances Language Model Generalization | Jun 12, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Emergent Analogical Reasoning in Large Language Models | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking | Dec 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| GraphLLM: Boosting Graph Reasoning Ability of Large Language Model | Oct 9, 2023 | Graph LearningLanguage Modeling | CodeCode Available | 1 |
| Graph Neural Prompting with Large Language Models | Sep 27, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information | Jan 25, 2021 | ClassificationDrug–drug Interaction Extraction | CodeCode Available | 1 |
| Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature | Oct 24, 2023 | Abstractive Text SummarizationInformation Retrieval | CodeCode Available | 1 |
| Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding | May 19, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing | Sep 29, 2020 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
| G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation | Feb 18, 2025 | Collaborative FilteringExplainable Recommendation | CodeCode Available | 1 |
| Efficient Nearest Neighbor Language Models | Sep 9, 2021 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes | Mar 9, 2024 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations | Oct 6, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
