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In-Context Learning

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Showing 1951–2000 of 2297 papers

TitleStatusHype
POE: Process of Elimination for Multiple Choice ReasoningCode0
The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy RisksCode0
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction—0
From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense ReasoningCode0
UI Layout Generation with LLMs Guided by UI Grammar—0
Dissecting In-Context Learning of Translations in GPTs—0
Confronting LLMs with Traditional ML: Rethinking the Fairness of Large Language Models in Tabular Classifications—0
The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal ModelsCode0
Statistical Depth for Ranking and Characterizing Transformer-Based Text EmbeddingsCode0
Retrieval-Augmented Chain-of-Thought in Semi-structured Domains—0
From Chaos to Clarity: Claim Normalization to Empower Fact-CheckingCode0
An In-Context Schema Understanding Method for Knowledge Base Question Answering—0
O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models—0
Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens—0
A Simple Baseline for Knowledge-Based Visual Question AnsweringCode0
Explainable Depression Symptom Detection in Social Media—0
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning—0
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning—0
Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization ProblemsCode0
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual GeneralizationCode0
Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks—0
Measuring Pointwise V-Usable Information In-Context-lyCode0
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel InterpretationsCode0
Few-Shot In-Context Imitation Learning via Implicit Graph Alignment—0
Utilising a Large Language Model to Annotate Subject Metadata: A Case Study in an Australian National Research Data Catalogue—0
Learning from Red Teaming: Gender Bias Provocation and Mitigation in Large Language Models—0
Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation—0
Last One Standing: A Comparative Analysis of Security and Privacy of Soft Prompt Tuning, LoRA, and In-Context Learning—0
How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations—0
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State TrackingCode0
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPTCode0
Generative Calibration for In-context LearningCode0
MoConVQ: Unified Physics-Based Motion Control via Scalable Discrete Representations—0
Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs—0
Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation—0
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context LearningCode0
Unifying Image Processing as Visual Prompting Question Answering—0
A Search for Prompts: Generating Structured Answers from Contracts—0
Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment—0
Large Language Model-Aware In-Context Learning for Code Generation—0
Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning—0
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation—0
Human-in-the-loop Machine Translation with Large Language ModelCode0
Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning—0
In-Context Learning for Few-Shot Molecular Property Prediction—0
Ziya-Visual: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning—0
Do pretrained Transformers Learn In-Context by Gradient Descent?—0
How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?—0
EIPE-text: Evaluation-Guided Iterative Plan Extraction for Long-Form Narrative Text Generation—0
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation—0
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