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Foundation Models

4845 directly classified papers

Papers per year

Papers

Mr-wallace at SemEval-2023 Task 5: Novel Clickbait Spoiling Algorithm Using Natural Language Processing SEMEVAL 2023

NetEase.AI at SemEval-2023 Task 2: Enhancing Complex Named Entities Recognition in Noisy Scenarios via Text Error Correction and External Knowledge SEMEVAL 2023

MTEB: Massive Text Embedding Benchmark EACL 2023

What’s New? Summarizing Contributions in Scientific Literature EACL 2023

KGVL-BART: Knowledge Graph Augmented Visual Language BART for Radiology Report Generation EACL 2023

Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text NIPS 2023

Scaling Up Models and Data with t5x and seqio JMLR 2023

WalkLM: A Uniform Language Model Fine-tuning Framework for Attributed Graph Embedding NIPS 2023

Unsupervised Protein-Ligand Binding Energy Prediction via Neural Euler's Rotation Equation NIPS 2023

CL-NeRF: Continual Learning of Neural Radiance Fields for Evolving Scene Representation NIPS 2023

Geometric Algebra Transformer NIPS 2023

Scattering Vision Transformer: Spectral Mixing Matters NIPS 2023

Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior NIPS 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

OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models ACL 2023

Can In-context Learners Learn a Reasoning Concept from Demonstrations? ACL 2023

Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation ICML 2023

Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models ICML 2023

Can Large Language Models Reason about Program Invariants? ICML 2023

QASA: Advanced Question Answering on Scientific Articles ICML 2023

A Watermark for Large Language Models ICML 2023

Large Language Models Struggle to Learn Long-Tail Knowledge ICML 2023

PAL: Program-aided Language Models ICML 2023

Specializing Smaller Language Models towards Multi-Step Reasoning ICML 2023