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In-Context Learning

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Showing 1451–1500 of 2297 papers

TitleStatusHype
Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context LearningCode0
On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models—0
TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation—0
AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction—0
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning—0
Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art UnderstandingCode0
Chain-of-Though (CoT) prompting strategies for medical error detection and correction—0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI—0
XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement LearningCode0
Automated Molecular Concept Generation and Labeling with Large Language ModelsCode0
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus—0
Guiding In-Context Learning of LLMs through Quality Estimation for Machine TranslationCode0
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning—0
State Soup: In-Context Skill Learning, Retrieval and Mixing—0
An Empirical Study of Mamba-based Language Models—0
Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems—0
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge GraphsCode0
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning—0
AIM: Let Any Multi-modal Large Language Models Embrace Efficient In-Context Learning—0
CAAP: Context-Aware Action Planning Prompting to Solve Computer Tasks with Front-End UI OnlyCode0
On the Robustness of Document-Level Relation Extraction Models to Entity Name VariationsCode0
Estimating the Hallucination Rate of Generative AI—0
Leveraging Large Language Models for Knowledge-free Weak Supervision in Clinical Natural Language Processing—0
Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for DialogueCode0
In-Context Learning and Fine-Tuning GPT for Argument MiningCode0
LGR2: Language Guided Reward Relabeling for Accelerating Hierarchical Reinforcement Learning—0
TR2MTL: LLM based framework for Metric Temporal Logic Formalization of Traffic Rules—0
ThatiAR: Subjectivity Detection in Arabic News Sentences—0
On Subjective Uncertainty Quantification and Calibration in Natural Language GenerationCode0
Scenarios and Approaches for Situated Natural Language Explanations—0
Large Language Model-guided Document Selection—0
Retrieval & Fine-Tuning for In-Context Tabular Models—0
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical PerspectiveCode0
VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation—0
FastGAS: Fast Graph-based Annotation Selection for In-Context Learning—0
llmNER: (Zero|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models—0
Exploring the Zero-Shot Capabilities of Vision-Language Models for Improving Gaze Following—0
Aligning Large Language Models with Self-generated Preference Data—0
Improving In-Context Learning with Prediction Feedback for Sentiment AnalysisCode0
Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers—0
StatBot.Swiss: Bilingual Open Data Exploration in Natural Language—0
E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theory—0
Eliciting the Priors of Large Language Models using Iterated In-Context Learning—0
Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis—0
Self-Supervised Singing Voice Pre-Training towards Speech-to-Singing Conversion—0
In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs—0
Demonstration Augmentation for Zero-shot In-context LearningCode0
Universal In-Context Approximation By Prompting Fully Recurrent ModelsCode0
Selectively Answering Visual Questions—0
Guiding ChatGPT to Generate Salient Domain SummariesCode0
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