| SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis | Dec 26, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Universal pre-training by iterated random computation | Jun 24, 2025 | In-Context Learning | CodeCode Available | 0 |
| Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization | Oct 19, 2023 | DecoderIn-Context Learning | CodeCode Available | 0 |
| Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: a Case Study on Hateful Memes | Aug 19, 2023 | Decision MakingForm | CodeCode Available | 0 |
| Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning | Feb 11, 2025 | HallucinationIn-Context Learning | CodeCode Available | 0 |
| Towards Fair In-Context Learning with Tabular Foundation Models | May 14, 2025 | FairnessIn-Context Learning | CodeCode Available | 0 |
| NICE: To Optimize In-Context Examples or Not? | Feb 9, 2024 | In-Context Learning | CodeCode Available | 0 |
| Are LLMs Reliable Translators of Logical Reasoning Across Lexically Diversified Contexts? | Jun 5, 2025 | Formal LogicIn-Context Learning | CodeCode Available | 0 |
| NoisyICL: A Little Noise in Model Parameters Calibrates In-context Learning | Feb 8, 2024 | In-Context Learning | CodeCode Available | 0 |
| ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer | Sep 15, 2023 | Authorship AttributionAuthorship Verification | CodeCode Available | 0 |
| From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models | Oct 11, 2023 | In-Context LearningInstruction Following | CodeCode Available | 0 |
| Humans and language models diverge when predicting repeating text | Oct 10, 2023 | In-Context Learning | CodeCode Available | 0 |
| Efficient course recommendations with T5-based ranking and summarization | Jun 27, 2024 | In-Context LearningQuantization | CodeCode Available | 0 |
| Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 | Mar 30, 2024 | In-Context LearningLanguage Modelling | CodeCode Available | 0 |
| EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning | Sep 16, 2023 | Date UnderstandingGSM8K | CodeCode Available | 0 |
| Dynamic Demonstrations Controller for In-Context Learning | Sep 30, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Are Large Language Models Table-based Fact-Checkers? | Feb 4, 2024 | Fact VerificationIn-Context Learning | CodeCode Available | 0 |
| Sociocultural Norm Similarities and Differences via Situational Alignment and Explainable Textual Entailment | May 23, 2023 | DescriptiveIn-Context Learning | CodeCode Available | 0 |
| Human-in-the-loop Machine Translation with Large Language Model | Oct 13, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Can Vision Language Models Learn from Visual Demonstrations of Ambiguous Spatial Reasoning? | Sep 25, 2024 | In-Context LearningNovel Concepts | CodeCode Available | 0 |
| Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation | Apr 3, 2024 | DecoderEmpathetic Response Generation | CodeCode Available | 0 |
| The dynamic interplay between in-context and in-weight learning in humans and neural networks | Feb 13, 2024 | BlockingIn-Context Learning | CodeCode Available | 0 |
| In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation | Aug 1, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Are Large Language Models State-of-the-art Quality Estimators for Machine Translation of User-generated Content? | Oct 8, 2024 | In-Context LearningMachine Translation | CodeCode Available | 0 |
| How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? | May 2, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
