| FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model | Sep 6, 2024 | AttributeAutoML | CodeCode Available | 1 | 5 |
| FocusLLM: Precise Understanding of Long Context by Dynamic Condensing | Aug 21, 2024 | 8kDecoder | CodeCode Available | 1 | 5 |
| A general-purpose material property data extraction pipeline from large polymer corpora using Natural Language Processing | Sep 27, 2022 | ArticlesLanguage Modeling | CodeCode Available | 1 | 5 |
| Bring Your Own Data! Self-Supervised Evaluation for Large Language Models | Jun 23, 2023 | ChatbotLanguage Modeling | CodeCode Available | 1 | 5 |
| Forcing Diffuse Distributions out of Language Models | Apr 16, 2024 | Dataset GenerationDiversity | CodeCode Available | 1 | 5 |
| Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations | Oct 2, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 | 5 |
| CriticEval: Evaluating Large Language Model as Critic | Feb 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| TV-SAM: Increasing Zero-Shot Segmentation Performance on Multimodal Medical Images Using GPT-4 Generated Descriptive Prompts Without Human Annotation | Feb 24, 2024 | DescriptiveLanguage Modeling | CodeCode Available | 1 | 5 |
| Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring | May 14, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control | Jul 12, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Incorporating External POS Tagger for Punctuation Restoration | Jun 12, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| A Generative Approach for Script Event Prediction via Contrastive Fine-tuning | Dec 7, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CREAM: Consistency Regularized Self-Rewarding Language Models | Oct 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Neural Abstractive Text Summarization with Sequence-to-Sequence Models | Dec 5, 2018 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 1 | 5 |
| From Allies to Adversaries: Manipulating LLM Tool-Calling through Adversarial Injection | Dec 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Building A Coding Assistant via the Retrieval-Augmented Language Model | Oct 21, 2024 | Code CompletionCode Generation | CodeCode Available | 1 | 5 |
| Neural Language Correction with Character-Based Attention | Mar 31, 2016 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| FANformer: Improving Large Language Models Through Effective Periodicity Modeling | Feb 28, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning | May 29, 2021 | Deep LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation | Oct 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective | May 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Incorporating Large Language Models into Production Systems for Enhanced Task Automation and Flexibility | Jul 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Crafting Large Language Models for Enhanced Interpretability | Jul 5, 2024 | Language ModelingLanguage Modelling | 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 |
