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In-Context Learning

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Showing 2176–2200 of 2297 papers

TitleStatusHype
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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