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In-Context Learning

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Showing 1301–1350 of 2297 papers

TitleStatusHype
Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language ModelsCode0
Team UTSA-NLP at SemEval 2024 Task 5: Prompt Ensembling for Argument Reasoning in Civil Procedures with GPT4Code0
Deconstructing In-Context Learning: Understanding Prompts via CorruptionCode0
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized ContextsCode0
Large Language Models for Orchestrating Bimanual RobotsCode1
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive AttacksCode3
Long-context LLMs Struggle with Long In-context LearningCode5
Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue EvaluationCode0
Efficient Prompting Methods for Large Language Models: A Survey—0
Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language ModelsCode0
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation—0
ParaICL: Towards Parallel In-Context LearningCode0
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and MethodsCode0
Cognitive Planning for Object Goal Navigation using Generative AI Models—0
DiLM: Distilling Dataset into Language Model for Text-level Dataset DistillationCode1
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4Code0
Unleashing the Potential of Large Language Models for Predictive Tabular Tasks in Data Science—0
Going Beyond Word Matching: Syntax Improves In-context Example Selection for Machine Translation—0
Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction—0
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation—0
Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question AnsweringCode1
Naive Bayes-based Context Extension for Large Language ModelsCode0
Large Language Models Enhanced Collaborative Filtering—0
ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot FillerCode1
Language Models for Text Classification: Is In-Context Learning Enough?—0
The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition—0
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language ModelsCode1
To Err is Machine: Vulnerability Detection Challenges LLM Reasoning—0
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification—0
LLMs Are Few-Shot In-Context Low-Resource Language LearnersCode0
SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging—0
SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder—0
IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language ModelsCode1
ESG Classification by Implicit Rule Learning via GPT-4—0
Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit ReasoningCode0
Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information—0
Comprehensive Evaluation and Insights into the Use of Large Language Models in the Automation of Behavior-Driven Development Acceptance Test FormulationCode0
Sequence-to-Sequence Language Models for Character and Emotion Detection in Dream Narratives—0
PE-GPT: A Physics-Informed Interactive Large Language Model for Power Converter Modulation Design—0
Building Accurate Translation-Tailored LLMs with Language Aware Instruction TuningCode0
VL-ICL Bench: The Devil in the Details of Multimodal In-Context LearningCode2
An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis—0
Towards Multimodal In-Context Learning for Vision & Language Models—0
CrossTune: Black-Box Few-Shot Classification with Label Enhancement—0
Context-aware LLM-based Safe Control Against Latent Risks—0
CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk ClassificationCode0
Transfer Learning Beyond Bounded Density Ratios—0
Towards Understanding the Relationship between In-context Learning and Compositional Generalization—0
AICL: Action In-Context Learning for Video Diffusion ModelCode1
Can LLMs Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis—0
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