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In-Context Learning

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Showing 1801–1850 of 2297 papers

TitleStatusHype
Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction—0
Customizing Language Model Responses with Contrastive In-Context Learning—0
Superiority of Multi-Head Attention in In-Context Linear Regression—0
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling TasksCode0
Vocabulary-Defined Semantics: Latent Space Clustering for Improving In-Context Learning—0
Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues—0
Prompt4Vis: Prompting Large Language Models with Example Mining and Schema Filtering for Tabular Data Visualization—0
An Information-Theoretic Analysis of In-Context Learning—0
Towards Lifelong Scene Graph Generation with Knowledge-ware In-context Prompt Learning—0
Language Modelling Approaches to Adaptive Machine Translation—0
MaLA-500: Massive Language Adaptation of Large Language Models—0
Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4—0
An Empirical Study of In-context Learning in LLMs for Machine TranslationCode0
In-context Learning with Retrieved Demonstrations for Language Models: A Survey—0
Identifying and Analyzing Task-Encoding Tokens in Large Language Models—0
Understanding Biases in ChatGPT-based Recommender Systems: Provider Fairness, Temporal Stability, and RecencyCode0
Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation—0
Leveraging Biases in Large Language Models: "bias-kNN'' for Effective Few-Shot Learning—0
The Gaps between Pre-train and Downstream Settings in Bias Evaluation and Debiasing—0
Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions—0
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models—0
Misconfidence-based Demonstration Selection for LLM In-Context Learning—0
Mind Your Format: Towards Consistent Evaluation of In-Context Learning ImprovementsCode0
Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning—0
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering—0
POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation—0
Leveraging Print Debugging to Improve Code Generation in Large Language Models—0
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning—0
Can Large Language Models Beat Wall Street? Unveiling the Potential of AI in Stock Selection—0
Human-Instruction-Free LLM Self-Alignment with Limited Samples—0
Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task—0
Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks—0
The Earth is Flat? Unveiling Factual Errors in Large Language Models—0
On Scaling Up a Multilingual Vision and Language Model—0
Grounding-Prompter: Prompting LLM with Multimodal Information for Temporal Sentence Grounding in Long Videos—0
Improving In-context Learning via Bidirectional Alignment—0
How Robust are LLMs to In-Context Majority Label Bias?—0
Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation—0
Supervised Knowledge Makes Large Language Models Better In-context LearnersCode0
EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data—0
On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context LearningCode0
Benchmarking and Analyzing In-context Learning, Fine-tuning and Supervised Learning for Biomedical Knowledge Curation: a focused study on chemical entities of biological interest—0
Can Transformers Learn Sequential Function Classes In Context?—0
RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios—0
Split and Rephrase with Large Language Models—0
DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation—0
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning—0
Low-resource classification of mobility functioning information in clinical sentences using large language models—0
A Comparative Analysis of Fine-Tuned LLMs and Few-Shot Learning of LLMs for Financial Sentiment Analysis—0
Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models—0
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