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In-Context Learning

Papers

Showing 851900 of 2297 papers

TitleStatusHype
Factors affecting the in-context learning abilities of LLMs for dialogue state tracking0
GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models0
Factored Agents: Decoupling In-Context Learning and Memorization for Robust Tool Use0
GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset0
CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation0
CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search0
GPT is becoming a Turing machine: Here are some ways to program it0
In-Context Data Distillation with TabPFN0
GPT Sonograpy: Hand Gesture Decoding from Forearm Ultrasound Images via VLM0
GrammaMT: Improving Machine Translation with Grammar-Informed In-Context Learning0
Trust-Oriented Adaptive Guardrails for Large Language Models0
In-Context Example Ordering Guided by Label Distributions0
Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning0
GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning0
Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems0
GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design0
Extractive Summarization via ChatGPT for Faithful Summary Generation0
Graph-MLLM: Harnessing Multimodal Large Language Models for Multimodal Graph Learning0
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems0
Cross-domain Few-shot In-context Learning for Enhancing Traffic Sign Recognition0
CodeSense: a Real-World Benchmark and Dataset for Code Semantic Reasoning0
GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction0
ALLURE: Auditing and Improving LLM-based Evaluation of Text using Iterative In-Context-Learning0
GrounDial: Human-norm Grounded Safe Dialog Response Generation0
Incomplete In-context Learning0
Extracting Self-Consistent Causal Insights from Users Feedback with LLMs and In-context Learning0
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations0
Guideline Learning for In-context Information Extraction0
The Curious Case of Class Accuracy Imbalance in LLMs: Post-hoc Debiasing via Nonlinear Integer Programming0
Cognitive Planning for Object Goal Navigation using Generative AI Models0
Hacia la interpretabilidad de la detección anticipada de riesgos de depresión utilizando grandes modelos de lenguaje0
CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models0
Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning0
Exploring the Zero-Shot Capabilities of Vision-Language Models for Improving Gaze Following0
Can the Rookies Cut the Tough Cookie? Exploring the Use of LLMs for SQL Equivalence Checking0
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification0
COA-GPT: Generative Pre-trained Transformers for Accelerated Course of Action Development in Military Operations0
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts0
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge0
CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment0
AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models0
Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models0
WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models0
Retrieval-Augmented Hierarchical in-Context Reinforcement Learning and Hindsight Modular Reflections for Task Planning with LLMs0
Clinical Insights: A Comprehensive Review of Language Models in Medicine0
A Three-Pronged Approach to Cross-Lingual Adaptation with Multilingual LLMs0
Hint-enhanced In-Context Learning wakes Large Language Models up for knowledge-intensive tasks0
HINT: Hypernetwork Instruction Tuning for Efficient Zero- & Few-Shot Generalisation0
HiPPO-Prophecy: State-Space Models can Provably Learn Dynamical Systems in Context0
IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks0
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