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In-Context Learning

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Showing 801–850 of 2297 papers

TitleStatusHype
Context-aware LLM-based Safe Control Against Latent Risks—0
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems—0
Augmenting In-Context-Learning in LLMs via Automatic Data Labeling and Refinement—0
From Persona to Personalization: A Survey on Role-Playing Language Agents—0
From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning—0
From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning—0
FastGAS: Fast Graph-based Annotation Selection for In-Context Learning—0
From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs—0
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems—0
FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking—0
FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation—0
Collaborating with language models for embodied reasoning—0
FairPFN: Transformers Can do Counterfactual Fairness—0
Fairness-guided Few-shot Prompting for Large Language Models—0
A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System—0
Gated recurrent neural networks discover attention—0
Gating is Weighting: Understanding Gated Linear Attention through In-context Learning—0
GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems—0
When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs—0
Gender-specific Machine Translation with Large Language Models—0
Factors affecting the in-context learning abilities of LLMs for dialogue state tracking—0
Factored Agents: Decoupling In-Context Learning and Memorization for Robust Tool Use—0
CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation—0
Controlled Automatic Task-Specific Synthetic Data Generation for Hallucination Detection—0
Controlled Text Generation with Natural Language Instructions—0
Generating Diverse Training Samples for Relation Extraction with Large Language Models—0
Identifying Semantic Induction Heads to Understand In-Context Learning—0
Controlling Equational Reasoning in Large Language Models with Prompt Interventions—0
Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning—0
Automatic Domain Adaptation by Transformers in In-Context Learning—0
Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems—0
Generative AI as a Service in 6G Edge-Cloud: Generation Task Offloading by In-context Learning—0
Conversation Style Transfer using Few-Shot Learning—0
Generative Model for Less-Resourced Language with 1 billion parameters—0
Extractive Summarization via ChatGPT for Faithful Summary Generation—0
CodeSense: a Real-World Benchmark and Dataset for Code Semantic Reasoning—0
ALLURE: Auditing and Improving LLM-based Evaluation of Text using Iterative In-Context-Learning—0
Generative Reliability-Based Design Optimization Using In-Context Learning Capabilities of Large Language Models—0
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection—0
Geo-LLaVA: A Large Multi-Modal Model for Solving Geometry Math Problems with Meta In-Context Learning—0
COSMOS: Predictable and Cost-Effective Adaptation of LLMs—0
GersteinLab at MEDIQA-Chat 2023: Clinical Note Summarization from Doctor-Patient Conversations through Fine-tuning and In-context Learning—0
Extracting Self-Consistent Causal Insights from Users Feedback with LLMs and In-context Learning—0
The Curious Case of Class Accuracy Imbalance in LLMs: Post-hoc Debiasing via Nonlinear Integer Programming—0
Cognitive Planning for Object Goal Navigation using Generative AI Models—0
Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning—0
Exploring the Zero-Shot Capabilities of Vision-Language Models for Improving Gaze Following—0
GMC: A General Framework of Multi-stage Context Learning and Utilization for Visual Detection Tasks—0
Going Beyond Word Matching: Syntax Improves In-context Example Selection for Machine Translation—0
Can the Rookies Cut the Tough Cookie? Exploring the Use of LLMs for SQL Equivalence Checking—0
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