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In-Context Learning

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TitleStatusHype
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis—0
Efficient Long-Form Speech Recognition for General Speech In-Context Learning—0
T2Vs Meet VLMs: A Scalable Multimodal Dataset for Visual Harmfulness RecognitionCode1
AER-LLM: Ambiguity-aware Emotion Recognition Leveraging Large Language Models—0
Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative CriterionCode0
Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition—0
A Few Hypocrites: Few-Shot Learning and Subtype Definitions for Detecting Hypocrisy Accusations in Online Climate Change Debates—0
Can Vision Language Models Learn from Visual Demonstrations of Ambiguous Spatial Reasoning?Code0
Do the Right Thing, Just Debias! Multi-Category Bias Mitigation Using LLMs—0
Making Text Embedders Few-Shot Learners—0
Zero-shot forecasting of chaotic systemsCode4
In-Context Ensemble Learning from Pseudo Labels Improves Video-Language Models for Low-Level Workflow UnderstandingCode1
Small Language Models: Survey, Measurements, and InsightsCode2
In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language ModelsCode1
Revise, Reason, and Recognize: LLM-Based Emotion Recognition via Emotion-Specific Prompts and ASR Error CorrectionCode0
PALLM: Evaluating and Enhancing PALLiative Care Conversations with Large Language ModelsCode0
Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational ReasoningCode0
Instruction Tuning Vs. In-Context Learning: Revisiting Large Language Models in Few-Shot Computational Social Science—0
Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions—0
StateAct: State Tracking and Reasoning for Acting and Planning with Large Language ModelsCode1
One-shot World Models Using a Transformer Trained on a Synthetic PriorCode0
Enhancing Advanced Visual Reasoning Ability of Large Language Models—0
LLM for Everyone: Representing the Underrepresented in Large Language Models—0
FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists—0
Exploring Large Language Models for Product Attribute Value Identification—0
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