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In-Context Learning

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Showing 2151–2200 of 2297 papers

TitleStatusHype
Distinguishability Calibration to In-Context LearningCode0
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context LearningCode0
Graphical Reasoning: LLM-based Semi-Open Relation ExtractionCode0
PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language ModelsCode0
Stress-Testing Long-Context Language Models with Lifelong ICL and Task HaystackCode0
Graph Canvas for Controllable 3D Scene GenerationCode0
Grammar-based Game Description Generation using Large Language ModelsCode0
Stronger Random Baselines for In-Context LearningCode0
Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue EvaluationCode0
PICLe: Pseudo-Annotations for In-Context Learning in Low-Resource Named Entity DetectionCode0
P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language ModelsCode0
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language ModelsCode0
Unveiling Language Skills via Path-Level Circuit DiscoveryCode0
Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative CriterionCode0
Automated Self-Refinement and Self-Correction for LLM-based Product Attribute Value ExtractionCode0
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMsCode0
Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled DataCode0
POE: Process of Elimination for Multiple Choice ReasoningCode0
A GPT-4 Reticular Chemist for Guiding MOF DiscoveryCode0
What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview DialogsCode0
Polynomial Regression as a Task for Understanding In-context Learning Through Finetuning and AlignmentCode0
Can Custom Models Learn In-Context? An Exploration of Hybrid Architecture Performance on In-Context Learning TasksCode0
Sub-SA: Strengthen In-context Learning via Submodular Selective AnnotationCode0
SummQA at MEDIQA-Chat 2023:In-Context Learning with GPT-4 for Medical SummarizationCode0
Automated Molecular Concept Generation and Labeling with Large Language ModelsCode0
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual AlignmentCode0
Supervised Knowledge Makes Large Language Models Better In-context LearnersCode0
XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement LearningCode0
AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive ModellingCode0
DETAIL: Task DEmonsTration Attribution for Interpretable In-context LearningCode0
AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text SummarizationCode0
Using Natural Language Explanations to Improve Robustness of In-context LearningCode0
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking TaskCode0
Transformers are Provably Optimal In-context Estimators for Wireless CommunicationsCode0
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural NetworkCode0
GistScore: Learning Better Representations for In-Context Example Selection with Gist BottlenecksCode0
PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization EvaluationCode0
PrimeGuard: Safe and Helpful LLMs through Tuning-Free RoutingCode0
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal ReasoningCode0
German also Hallucinates! Inconsistency Detection in News Summaries with the Absinth DatasetCode0
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context LearningCode0
Demonstration Augmentation for Zero-shot In-context LearningCode0
uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers?Code0
Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and EfficiencyCode0
A Benchmark for Learning to Translate a New Language from One Grammar BookCode0
SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State TrackingCode0
Generative Calibration for In-context LearningCode0
Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in LLMs Across Logical Transformations and Question Answering TasksCode0
Transformers as Algorithms: Generalization and Stability in In-context LearningCode0
Procedural Text Mining with Large Language ModelsCode0
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