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Foundation Models

4,860 papers

Papers per year

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2
123
1821
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Papers

A Study on Transformer Configuration and Training Objective ICML 2023
On the Power of Foundation Models ICML 2023
KDEformer: Accelerating Transformers via Kernel Density Estimation ICML 2023
The Wisdom of Hindsight Makes Language Models Better Instruction Followers ICML 2023
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation ICML 2023
Hierarchical Prompt Learning for Compositional Zero-Shot Recognition IJCAI 2023
Scalable Coupling of Deep Learning with Logical Reasoning IJCAI 2023
An Empirical Study on the Language Modal in Visual Question Answering IJCAI 2023
Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? IJCAI 2023
Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification IJCAI 2023
Large Decision Models IJCAI 2023
Large Language Model Adaptation for Financial Sentiment Analysis IJCNLP 2023
ESG Impact Type Classification: Leveraging Strategic Prompt Engineering and LLM Fine-Tuning IJCNLP 2023
Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization INTERSPEECH 2023
Online Punctuation Restoration using ELECTRA Model for streaming ASR Systems INTERSPEECH 2023
Exploring the Impact of Pretrained Models and Web-Scraped Data for the 2022 NIST Language Recognition Evaluation INTERSPEECH 2023
Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods INTERSPEECH 2023
DiffSLU: Knowledge Distillation Based Diffusion Model for Cross-Lingual Spoken Language Understanding INTERSPEECH 2023
Estimation of Listening Response Timing by Generative Model and Parameter Control of Response Substantialness Using Dynamic-Prompt-Tune INTERSPEECH 2023
Neural Operator: Learning Maps Between Function Spaces With Applications to PDEs JMLR 2023
Scaling Up Models and Data with t5x and seqio JMLR 2023
Foundation Models and Fair Use JMLR 2023
Learning on Manifolds: Universal Approximations Properties using Geometric Controllability Conditions for Neural ODEs L4DC 2023
Reproducibility of Training Deep Learning Models for Medical Image Analysis MIDL 2023
Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding MLHC 2023