SOTAVerified

In-Context Learning

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–800 of 2297 papers

TitleStatusHype
Calibrate to Discriminate: Improve In-Context Learning with Label-Free Comparative Inference—0
Simplicity bias and optimization threshold in two-layer ReLU networks—0
Large Language Models as Markov Chains—0
IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models—0
Long-range gene expression prediction with token alignment of large language model—0
Disentangling Latent Shifts of In-Context Learning Through Self-Training—0
Intent Detection in the Age of LLMs—0
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar TasksCode0
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting—0
Endless Jailbreaks with Bijection Learning—0
Bayes' Power for Explaining In-Context Learning GeneralizationsCode0
Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models—0
Mitigating Copy Bias in In-Context Learning through Neuron Pruning—0
ENTP: Encoder-only Next Token Prediction—0
Agent-Driven Large Language Models for Mandarin Lyric Generation—0
Unveiling Language Skills via Path-Level Circuit DiscoveryCode0
Exploring the Learning Capabilities of Language Models using LEVERWORLDS—0
Embedding-based statistical inference on generative models—0
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems—0
Unsupervised Human Preference Learning—0
Are Large Language Models In-Context Personalized Summarizers? Get an iCOPERNICUS Test Done!—0
Text Clustering as Classification with LLMsCode1
TaskComplexity: A Dataset for Task Complexity Classification with In-Context Learning, FLAN-T5 and GPT-4o BenchmarksCode0
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language ModelsCode0
PersonalLLM: Tailoring LLMs to Individual PreferencesCode1
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis—0
Efficient Long-Form Speech Recognition for General Speech In-Context Learning—0
T2Vs Meet VLMs: A Scalable Multimodal Dataset for Visual Harmfulness RecognitionCode1
AER-LLM: Ambiguity-aware Emotion Recognition Leveraging Large Language Models—0
Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative CriterionCode0
Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition—0
A Few Hypocrites: Few-Shot Learning and Subtype Definitions for Detecting Hypocrisy Accusations in Online Climate Change Debates—0
Can Vision Language Models Learn from Visual Demonstrations of Ambiguous Spatial Reasoning?Code0
Do the Right Thing, Just Debias! Multi-Category Bias Mitigation Using LLMs—0
Making Text Embedders Few-Shot Learners—0
Zero-shot forecasting of chaotic systemsCode4
In-Context Ensemble Learning from Pseudo Labels Improves Video-Language Models for Low-Level Workflow UnderstandingCode1
Small Language Models: Survey, Measurements, and InsightsCode2
In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language ModelsCode1
Revise, Reason, and Recognize: LLM-Based Emotion Recognition via Emotion-Specific Prompts and ASR Error CorrectionCode0
PALLM: Evaluating and Enhancing PALLiative Care Conversations with Large Language ModelsCode0
Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational ReasoningCode0
Instruction Tuning Vs. In-Context Learning: Revisiting Large Language Models in Few-Shot Computational Social Science—0
Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions—0
StateAct: State Tracking and Reasoning for Acting and Planning with Large Language ModelsCode1
One-shot World Models Using a Transformer Trained on a Synthetic PriorCode0
Enhancing Advanced Visual Reasoning Ability of Large Language Models—0
LLM for Everyone: Representing the Underrepresented in Large Language Models—0
FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists—0
Exploring Large Language Models for Product Attribute Value Identification—0
Show:102550
← PrevPage 16 of 46Next →

No leaderboard results yet.