| Gradient-Based Constrained Sampling from Language Models | May 25, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training | Sep 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| FontCLIP: A Semantic Typography Visual-Language Model for Multilingual Font Applications | Mar 11, 2024 | AttributeDescriptive | CodeCode Available | 1 | 5 |
| LightLM: A Lightweight Deep and Narrow Language Model for Generative Recommendation | Oct 26, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 | 5 |
| Constructing Benchmarks and Interventions for Combating Hallucinations in LLMs | Apr 15, 2024 | HallucinationLanguage Modeling | CodeCode Available | 1 | 5 |
| Librispeech Transducer Model with Internal Language Model Prior Correction | Apr 7, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Cross-Platform Video Person ReID: A New Benchmark Dataset and Adaptation Approach | Aug 14, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Likelihood-Based Diffusion Language Models | May 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Foundation Transformers | Oct 12, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding | Mar 5, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Construction Repetition Reduces Information Rate in Dialogue | Oct 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Pre-training via Paraphrasing | Jun 26, 2020 | Document SummarizationDocument Translation | CodeCode Available | 1 | 5 |
| Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing | Jul 28, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Content-based Controls For Music Large Language Modeling | Oct 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Content Planning for Neural Story Generation with Aristotelian Rescoring | Sep 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Adaptive KalmanNet: Data-Driven Kalman Filter with Fast Adaptation | Sep 13, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Free and Customizable Code Documentation with LLMs: A Fine-Tuning Approach | Dec 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Probabilistic Generative Transformer Language models for Generative Design of Molecules | Sep 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Probing Across Time: What Does RoBERTa Know and When? | Apr 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CDLM: Cross-Document Language Modeling | Jan 2, 2021 | Citation RecommendationCoreference Resolution | CodeCode Available | 1 | 5 |
| Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias | May 9, 2024 | Data VisualizationLanguage Modeling | CodeCode Available | 1 | 5 |
| UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling | Nov 23, 2021 | Image CaptioningImage Description | CodeCode Available | 1 | 5 |
| Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment | Oct 9, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language Model | Jan 19, 2025 | In-Context LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| L-GreCo: Layerwise-Adaptive Gradient Compression for Efficient and Accurate Deep Learning | Oct 31, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
