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Foundation Models

4845 directly classified papers

Papers per year

Papers

Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System ACL 2023

Enhancing Cross-lingual Prompting with Dual Prompt Augmentation ACL 2023

Enhancing Educational Dialogues: A Reinforcement Learning Approach for Generating AI Teacher Responses ACL 2023

Assessing the efficacy of large language models in generating accurate teacher responses ACL 2023

Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles ACL 2023

SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model ACL 2023

NCUEE-NLP at BioLaySumm Task 2: Readability-Controlled Summarization of Biomedical Articles Using the PRIMERA Models ACL 2023

Can we trust the evaluation on ChatGPT? ACL 2023

M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models NIPS 2023

Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset NIPS 2023

Block-State Transformers NIPS 2023

Understanding Social Reasoning in Language Models with Language Models NIPS 2023

MotionGPT: Human Motion as a Foreign Language NIPS 2023

Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation NIPS 2023

Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning NIPS 2023

The Learnability of In-Context Learning NIPS 2023

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face NIPS 2023

What’s Left? Concept Grounding with Logic-Enhanced Foundation Models NIPS 2023

Large Language Models of Code Fail at Completing Code with Potential Bugs NIPS 2023

Focused Transformer: Contrastive Training for Context Scaling NIPS 2023

HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution NIPS 2023

LayoutPrompter: Awaken the Design Ability of Large Language Models NIPS 2023

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models NIPS 2023

Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering NIPS 2023

Propagating Knowledge Updates to LMs Through Distillation NIPS 2023