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In-Context Learning

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TitleStatusHype
Can Whisper perform speech-based in-context learning?—0
Assessing the efficacy of large language models in generating accurate teacher responses—0
ENTP: Encoder-only Next Token Prediction—0
Enhancing the Stability of LLM-based Speech Generation Systems through Self-Supervised Representations—0
Can we teach language models to gloss endangered languages?—0
Assessing Judging Bias in Large Reasoning Models: An Empirical Study—0
A Latent Space Theory for Emergent Abilities in Large Language Models—0
Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning—0
Enhancing Speech Instruction Understanding and Disambiguation in Robotics via Speech Prosody—0
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models—0
Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data—0
Enhancing Security Control Production With Generative AI—0
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning—0
Can Transformers Learn Sequential Function Classes In Context?—0
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning—0
Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition—0
Assessing Generalization for Subpopulation Representative Modeling via In-Context Learning—0
Enhancing News Summarization with ELearnFit through Efficient In-Context Learning and Efficient Fine-Tuning—0
Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization—0
Intermittent Semi-working Mask: A New Masking Paradigm for LLMs—0
Enhancing Machine Translation through Advanced In-Context Learning: A Methodological Strategy for GPT-4 Improvement—0
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data—0
Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction—0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI—0
Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study—0
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