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In-Context Learning

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Showing 801–850 of 2297 papers

TitleStatusHype
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel TasksCode0
Parallel Structures in Pre-training Data Yield In-Context LearningCode0
Language Models are Better Bug Detector Through Code-Pair ClassificationCode0
Language Models Can See Better: Visual Contrastive Decoding For LLM Multimodal ReasoningCode0
LaiDA: Linguistics-aware In-context Learning with Data Augmentation for Metaphor Components IdentificationCode0
PICLe: Pseudo-Annotations for In-Context Learning in Low-Resource Named Entity DetectionCode0
Enhancing Tool Retrieval with Iterative Feedback from Large Language ModelsCode0
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue CorpusCode0
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-TreesCode0
Can Vision Language Models Learn from Visual Demonstrations of Ambiguous Spatial Reasoning?Code0
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama modelsCode0
Can Small Language Models Learn, Unlearn, and Retain Noise Patterns?Code0
Can Open-Source LLMs Compete with Commercial Models? Exploring the Few-Shot Performance of Current GPT Models in Biomedical TasksCode0
Assertion Detection Large Language Model In-context Learning LoRA Fine-tuningCode0
Is In-Context Learning in Large Language Models Bayesian? A Martingale PerspectiveCode0
Iterative Forward Tuning Boosts In-Context Learning in Language ModelsCode0
IRONIC: Coherence-Aware Reasoning Chains for Multi-Modal Sarcasm DetectionCode0
Assay2Mol: large language model-based drug design using BioAssay contextCode0
AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generationCode0
Investigating the Zone of Proximal Development of Language Models for In-Context LearningCode0
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical PerspectiveCode0
Can LLMs Predict Citation Intent? An Experimental Analysis of In-context Learning and Fine-tuning on Open LLMsCode0
Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic RefinementCode0
General-Purpose In-Context Learning by Meta-Learning TransformersCode0
Instruction Tuned Models are Quick LearnersCode0
Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language ModelsCode0
Instructed Language Models with Retrievers Are Powerful Entity LinkersCode0
Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised LearningCode0
Inductive-bias Learning: Generating Code Models with Large Language ModelCode0
Generation and De-Identification of Indian Clinical Discharge Summaries using LLMsCode0
Enhanced Transformer architecture for in-context learning of dynamical systemsCode0
Inference and Verbalization Functions During In-Context LearningCode0
Engineering Serendipity through Recommendations of Items with Atypical AspectsCode0
Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational ReasoningCode0
"A good pun is its own reword": Can Large Language Models Understand Puns?Code0
In-Context Principle Learning from MistakesCode0
Benchmarking Machine Translation with Cultural AwarenessCode0
Corrective In-Context Learning: Evaluating Self-Correction in Large Language ModelsCode0
Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language ModelsCode0
A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound SegmentationCode0
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar TasksCode0
RecallM: An Adaptable Memory Mechanism with Temporal Understanding for Large Language ModelsCode0
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task LearningCode0
In-Context Learning with Hypothesis-Class GuidanceCode0
A Simple Baseline for Knowledge-Based Visual Question AnsweringCode0
In-Context Learning through the Bayesian PrismCode0
In-Context Learning Learns Label Relationships but Is Not Conventional LearningCode0
Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' PosteriorsCode0
CoT-TL: Low-Resource Temporal Knowledge Representation of Planning Instructions Using Chain-of-Thought ReasoningCode0
In-context Learning in Presence of Spurious CorrelationsCode0
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