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In-Context Learning

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TitleStatusHype
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages—0
Concept-aware Data Construction Improves In-context Learning of Language Models—0
DP-TabICL: In-Context Learning with Differentially Private Tabular Data—0
A Dataset and Benchmark for Hospital Course Summarization with Adapted Large Language ModelsCode1
InstructGIE: Towards Generalizable Image Editing—0
LLMs in the Imaginarium: Tool Learning through Simulated Trial and ErrorCode2
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models—0
TEGEE: Task dEfinition Guided Expert Ensembling for Generalizable and Few-shot Learning—0
Where does In-context Translation Happen in Large Language Models—0
Large Language Models are In-Context Molecule LearnersCode2
How Far Are We from Intelligent Visual Deductive Reasoning?Code1
Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word ProblemCode0
German also Hallucinates! Inconsistency Detection in News Summaries with the Absinth DatasetCode0
Japanese-English Sentence Translation Exercises Dataset for Automatic Grading—0
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama modelsCode0
Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment—0
Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation—0
How Well Can Transformers Emulate In-context Newton's Method?—0
MOKA: Open-World Robotic Manipulation through Mark-Based Visual Prompting—0
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence ContextCode1
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?—0
Not All Layers of LLMs Are Necessary During Inference—0
Transformers for Supervised Online Continual Learning—0
Revisiting Dynamic Evaluation: Online Adaptation for Large Language Models—0
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized RehearsalCode1
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