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In-Context Learning

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Showing 1851–1900 of 2297 papers

TitleStatusHype
ZeFaV: Boosting Large Language Models for Zero-shot Fact VerificationCode0
Revise, Reason, and Recognize: LLM-Based Emotion Recognition via Emotion-Specific Prompts and ASR Error CorrectionCode0
Leveraging Prior Experience: An Expandable Auxiliary Knowledge Base for Text-to-SQLCode0
Why does in-context learning fail sometimes? Evaluating in-context learning on open and closed questionsCode0
Is attention required for ICL? Exploring the Relationship Between Model Architecture and In-Context Learning AbilityCode0
The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation EvaluationCode0
Revisiting In-context Learning Inference Circuit in Large Language ModelsCode0
Likelihood-based Mitigation of Evaluation Bias in Large Language ModelsCode0
Leveraging Large Language Models for enzymatic reaction prediction and characterizationCode0
Leveraging Code to Improve In-context Learning for Semantic ParsingCode0
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMsCode0
Linking In-context Learning in Transformers to Human Episodic MemoryCode0
LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using UncertaintyCode0
Learning to Reason via Program Generation, Emulation, and SearchCode0
Adversarially Pretrained Transformers may be Universally Robust In-Context LearnersCode0
Exploring Demonstration Ensembling for In-context LearningCode0
Understanding Biases in ChatGPT-based Recommender Systems: Provider Fairness, Temporal Stability, and RecencyCode0
Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language ModelsCode0
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-SteeringCode0
RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration ExemplarsCode0
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-TreesCode0
Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context LearningCode0
RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context LearningCode0
Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal ModelsCode0
Understanding In-Context Learning from RepetitionsCode0
Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective TasksCode0
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPTCode0
Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context LearningCode0
The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent SystemsCode0
Asymptotic theory of in-context learning by linear attentionCode0
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based RankingCode0
LLMs Are Few-Shot In-Context Low-Resource Language LearnersCode0
Automated Distractor and Feedback Generation for Math Multiple-choice Questions via In-context LearningCode0
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional AnalysisCode0
Evaluating Step-by-Step Reasoning through Symbolic VerificationCode0
RUIE: Retrieval-based Unified Information Extraction using Large Language ModelCode0
Large Language Models Are Partially Primed in Pronoun InterpretationCode0
Large Language Models are Biased Reinforcement LearnersCode0
Language Models Can See Better: Visual Contrastive Decoding For LLM Multimodal ReasoningCode0
Explore Spurious Correlations at the Concept Level in Language Models for Text ClassificationCode0
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel TasksCode0
Zero- and Few-Shot Prompting with LLMs: A Comparative Study with Fine-tuned Models for Bangla Sentiment AnalysisCode0
Exploring Self-supervised Logic-enhanced Training for Large Language ModelsCode0
EXPLORA: Efficient Exemplar Subset Selection for Complex ReasoningCode0
Language Models are Better Bug Detector Through Code-Pair ClassificationCode0
LaiDA: Linguistics-aware In-context Learning with Data Augmentation for Metaphor Components IdentificationCode0
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue CorpusCode0
A Study on the Calibration of In-context LearningCode0
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama modelsCode0
The Inherent Limits of Pretrained LLMs: The Unexpected Convergence of Instruction Tuning and In-Context Learning CapabilitiesCode0
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