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In-Context Learning

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Showing 1601–1650 of 2297 papers

TitleStatusHype
Grounded Language Agent for Product Search via Intelligent Web InteractionsCode0
Evolving Interpretable Visual Classifiers with Large Language Models—0
In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation—0
Tasks People Prompt: A Taxonomy of LLM Downstream Tasks in Software Verification and Falsification Approaches—0
GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning—0
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model—0
Discourse-Aware In-Context Learning for Temporal Expression Normalization—0
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models—0
Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context LearningCode0
Adaptive behavior with stable synapsesCode0
What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview DialogsCode0
Privacy Preserving Prompt Engineering: A Survey—0
Neuromorphic In-Context Learning for Energy-Efficient MIMO Symbol Detection—0
Cell-Free Multi-User MIMO Equalization via In-Context LearningCode0
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models—0
WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents—0
How much reliable is ChatGPT's prediction on Information Extraction under Input Perturbations?—0
Exploring Autonomous Agents through the Lens of Large Language Models: A Review—0
Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving—0
Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot StrategiesCode0
How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function ClassesCode0
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination DetectionCode0
Task Agnostic Architecture for Algorithm Induction via Implicit Composition—0
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison—0
GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification—0
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data—0
uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers?Code0
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
Deconstructing In-Context Learning: Understanding Prompts via CorruptionCode0
Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language ModelsCode0
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized ContextsCode0
Team UTSA-NLP at SemEval 2024 Task 5: Prompt Ensembling for Argument Reasoning in Civil Procedures with GPT4Code0
Self-Improvement Programming for Temporal Knowledge Graph Question Answering—0
Emergent Abilities in Reduced-Scale Generative Language ModelsCode0
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language ModelsCode0
Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue EvaluationCode0
Efficient Prompting Methods for Large Language Models: A Survey—0
ParaICL: Towards Parallel In-Context LearningCode0
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and MethodsCode0
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation—0
Cognitive Planning for Object Goal Navigation using Generative AI Models—0
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4Code0
Unleashing the Potential of Large Language Models for Predictive Tabular Tasks in Data Science—0
Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction—0
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation—0
Going Beyond Word Matching: Syntax Improves In-context Example Selection for Machine Translation—0
Naive Bayes-based Context Extension for Large Language ModelsCode0
Large Language Models Enhanced Collaborative Filtering—0
Language Models for Text Classification: Is In-Context Learning Enough?—0
The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition—0
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