| Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training | Sep 10, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CPLLM: Clinical Prediction with Large Language Models | Sep 20, 2023 | Disease PredictionLanguage Modeling | CodeCode Available | 1 | 5 |
| Human Language Modeling | May 10, 2022 | Age EstimationLanguage Modeling | CodeCode Available | 1 | 5 |
| Hydra: A System for Large Multi-Model Deep Learning | Oct 16, 2021 | Deep LearningGPU | CodeCode Available | 1 | 5 |
| Distillation Matters: Empowering Sequential Recommenders to Match the Performance of Large Language Model | May 1, 2024 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 | 5 |
| DocSCAN: Unsupervised Text Classification via Learning from Neighbors | May 9, 2021 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Distilling Linguistic Context for Language Model Compression | Sep 17, 2021 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 | 5 |
| Distilling the Knowledge of BERT for Sequence-to-Sequence ASR | Aug 9, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application | May 7, 2024 | Collaborative FilteringLanguage Modeling | CodeCode Available | 1 | 5 |
| HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification | Apr 28, 2022 | ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| Basis Sharing: Cross-Layer Parameter Sharing for Large Language Model Compression | Oct 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Batch Prompting: Efficient Inference with Large Language Model APIs | Jan 19, 2023 | Arithmetic ReasoningIn-Context Learning | CodeCode Available | 1 | 5 |
| CoSafe: Evaluating Large Language Model Safety in Multi-Turn Dialogue Coreference | Jun 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| cosFormer: Rethinking Softmax in Attention | Feb 17, 2022 | D4RLLanguage Modeling | CodeCode Available | 1 | 5 |
| Distributed Deep Learning in Open Collaborations | Jun 18, 2021 | Deep LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Distributed Speculative Inference (DSI): Speculation Parallelism for Provably Faster Lossless Language Model Inference | May 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Knowledge-enhanced Visual-Language Pretraining for Computational Pathology | Apr 15, 2024 | Cross-Modal RetrievalLanguage Modeling | CodeCode Available | 1 | 5 |
| Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling | Oct 22, 2022 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 1 | 5 |
| Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences | Dec 10, 2024 | Bayesian OptimizationLanguage Modeling | CodeCode Available | 1 | 5 |
| DiveR-CT: Diversity-enhanced Red Teaming Large Language Model Assistants with Relaxing Constraints | May 29, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 | 5 |
| Knowledge Graph Generation From Text | Nov 18, 2022 | Graph GenerationJoint Entity and Relation Extraction | CodeCode Available | 1 | 5 |
| How well can a large language model explain business processes as perceived by users? | Jan 23, 2024 | HallucinationLanguage Modeling | CodeCode Available | 1 | 5 |
| Copy Is All You Need | Jul 13, 2023 | AllDomain Adaptation | CodeCode Available | 1 | 5 |
| ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents | Nov 6, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 | 5 |
| CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models | Feb 20, 2025 | BlockingLanguage Modeling | CodeCode Available | 1 | 5 |
