| Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data | Apr 3, 2024 | In-Context Learningparameter-efficient fine-tuning | —Unverified | 0 |
| uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers? | Apr 3, 2024 | In-Context LearningPrompt Engineering | CodeCode Available | 0 |
| Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation | Apr 3, 2024 | DecoderEmpathetic Response Generation | CodeCode Available | 0 |
| Deconstructing In-Context Learning: Understanding Prompts via Corruption | Apr 2, 2024 | In-Context Learning | CodeCode Available | 0 |
| Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models | Apr 2, 2024 | Distractor GenerationIn-Context Learning | CodeCode Available | 0 |
| Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts | Apr 2, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Team UTSA-NLP at SemEval 2024 Task 5: Prompt Ensembling for Argument Reasoning in Civil Procedures with GPT4 | Apr 2, 2024 | In-Context Learning | CodeCode Available | 0 |
| Self-Improvement Programming for Temporal Knowledge Graph Question Answering | Apr 2, 2024 | Graph Question AnsweringIn-Context Learning | —Unverified | 0 |
| Emergent Abilities in Reduced-Scale Generative Language Models | Apr 2, 2024 | In-Context LearningZero-Shot Learning | CodeCode Available | 0 |
| Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models | Apr 1, 2024 | In-Context LearningMath | CodeCode Available | 0 |
| Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue Evaluation | Apr 1, 2024 | Abstract Meaning RepresentationDialogue Evaluation | CodeCode Available | 0 |
| Efficient Prompting Methods for Large Language Models: A Survey | Apr 1, 2024 | In-Context LearningPrompt Engineering | —Unverified | 0 |
| ParaICL: Towards Parallel In-Context Learning | Mar 31, 2024 | In-Context LearningSemantic Similarity | CodeCode Available | 0 |
| Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods | Mar 31, 2024 | In-Context Learning | CodeCode Available | 0 |
| RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation | Mar 31, 2024 | In-Context LearningRAG | —Unverified | 0 |
| Cognitive Planning for Object Goal Navigation using Generative AI Models | Mar 30, 2024 | Efficient ExplorationIn-Context Learning | —Unverified | 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 |
| Unleashing the Potential of Large Language Models for Predictive Tabular Tasks in Data Science | Mar 29, 2024 | ImputationIn-Context Learning | —Unverified | 0 |
| Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction | Mar 28, 2024 | Grammatical Error CorrectionIn-Context Learning | —Unverified | 0 |
| Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation | Mar 28, 2024 | Image GenerationIn-Context Learning | —Unverified | 0 |
| Going Beyond Word Matching: Syntax Improves In-context Example Selection for Machine Translation | Mar 28, 2024 | In-Context LearningMachine Translation | —Unverified | 0 |
| Naive Bayes-based Context Extension for Large Language Models | Mar 26, 2024 | In-Context Learning | CodeCode Available | 0 |
| Large Language Models Enhanced Collaborative Filtering | Mar 26, 2024 | Collaborative FilteringIn-Context Learning | —Unverified | 0 |
| Language Models for Text Classification: Is In-Context Learning Enough? | Mar 26, 2024 | ClassificationIn-Context Learning | —Unverified | 0 |
| The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition | Mar 25, 2024 | Emotion RecognitionIn-Context Learning | —Unverified | 0 |
