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In-Context Learning

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TitleStatusHype
Is In-Context Learning in Large Language Models Bayesian? A Martingale PerspectiveCode0
Team Trifecta at Factify5WQA: Setting the Standard in Fact Verification with Fine-TuningCode0
Iterative Forward Tuning Boosts In-Context Learning in Language ModelsCode0
Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring SolutionsCode0
Investigating the Zone of Proximal Development of Language Models for In-Context LearningCode0
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual GeneralizationCode0
IRONIC: Coherence-Aware Reasoning Chains for Multi-Modal Sarcasm DetectionCode0
Can Custom Models Learn In-Context? An Exploration of Hybrid Architecture Performance on In-Context Learning TasksCode0
Investigating the Learning Behaviour of In-context Learning: A Comparison with Supervised LearningCode0
Instruction Tuned Models are Quick LearnersCode0
Can a Large Language Model Learn Matrix Functions In Context?Code0
Are LLMs Reliable Translators of Logical Reasoning Across Lexically Diversified Contexts?Code0
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task LearningCode0
DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context LearningCode0
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel TasksCode0
Leveraging Large Language Models for Scalable Vector Graphics-Driven Image UnderstandingCode0
The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy RisksCode0
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar TasksCode0
Are Large Language Models Table-based Fact-Checkers?Code0
Calibrating LLM-Based EvaluatorCode0
In-Context Principle Learning from MistakesCode0
Inductive-bias Learning: Generating Code Models with Large Language ModelCode0
How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model?Code0
Efficient course recommendations with T5-based ranking and summarizationCode0
Are Large Language Models State-of-the-art Quality Estimators for Machine Translation of User-generated Content?Code0
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction?Code0
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax AttentionCode0
CACER: Clinical Concept Annotations for Cancer Events and RelationsCode0
Inference and Verbalization Functions During In-Context LearningCode0
In-Context Learning through the Bayesian PrismCode0
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4Code0
CAAP: Context-Aware Action Planning Prompting to Solve Computer Tasks with Front-End UI OnlyCode0
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context LearningCode0
In-Context Learning with Hypothesis-Class GuidanceCode0
Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational ReasoningCode0
Deep Natural Language Feature Learning for Interpretable PredictionCode0
In-Context Learning Functions with Varying Number of MinimaCode0
Humans and language models diverge when predicting repeating textCode0
In-Context Learning for Zero-Shot Speed Estimation of BLDC motorsCode0
In-context Learning Generalizes, But Not Always Robustly: The Case of SyntaxCode0
In-Context Learning for MIMO Equalization Using Transformer-Based Sequence ModelsCode0
In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal MessagesCode0
In-Context Learning Improves Compositional Understanding of Vision-Language ModelsCode0
In-Context Learning Dynamics with Random Binary SequencesCode0
In-Context Learning Learns Label Relationships but Is Not Conventional LearningCode0
Dynamic Demonstrations Controller for In-Context LearningCode0
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
Building Accurate Translation-Tailored LLMs with Language Aware Instruction TuningCode0
Building 3D In-Context Learning Universal Model in NeuroimagingCode0
In-context learning and Occam's razorCode0
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