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Foundation Models

4845 directly classified papers

Papers per year

Papers

Fact-Checking Complex Claims with Program-Guided Reasoning ACL 2023

DarkBERT: A Language Model for the Dark Side of the Internet ACL 2023

Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk ACL 2023

My side, your side and the evidence: Discovering aligned actor groups and the narratives they weave ACL 2023

Large Language Models Are Reasoning Teachers ACL 2023

HyperMixer: An MLP-based Low Cost Alternative to Transformers ACL 2023

Controllable Mixed-Initiative Dialogue Generation through Prompting ACL 2023

teamPN at SemEval-2023 Task 1: Visual Word Sense Disambiguation Using Zero-Shot MultiModal Approach ACL 2023

Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning EMNLP 2023

OceanBench: The Sea Surface Height Edition NIPS 2023

BanglaNLG and BanglaT5: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla EACL 2023

Large Decision Models IJCAI 2023

OPUS-CAT Terminology Systems for the WMT23 Terminology Shared Task EMNLP 2023

EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models NIPS 2023

Don’t Take This Out of Context!: On the Need for Contextual Models and Evaluations for Stylistic Rewriting EMNLP 2023

Pseudointelligence: A Unifying Lens on Language Model Evaluation EMNLP 2023

EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought NIPS 2023

An Inverse Scaling Law for CLIP Training NIPS 2023

Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models NIPS 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

Demonstrating RFUniverse: A Multiphysics Simulation Platform for Embodied AI RSS 2023

Balanced Mixture of Supernets for Learning the CNN Pooling Architecture AUTOML 2023

Reproducibility of Training Deep Learning Models for Medical Image Analysis MIDL 2023

Online Learning Guided Curvature Approximation: A Quasi-Newton Method with Global Non-Asymptotic Superlinear Convergence COLT 2023