Foundation Models

What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning ACL 2023 What’s Left? Concept Grounding with Logic-Enhanced Foundation Models NeurIPS 2023 What’s New? Summarizing Contributions in Scientific Literature EACL 2023 When are Lemons Purple? The Concept Association Bias of Vision-Language Models EMNLP 2023 Whose Opinions Do Language Models Reflect? ICML 2023 Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model NeurIPS 2023 Yishu: Yishu at WMT2023 Translation Task EMNLP 2023 A Benchmark for Neural Readability Assessment of Texts in Spanish EMNLP 2022 A Contrastive Framework for Neural Text Generation NeurIPS 2022 Adapters for Enhanced Modeling of Multilingual Knowledge and Text EMNLP 2022 A Domain Knowledge Enhanced Pre-Trained Language Model for Vertical Search: Case Study on Medicinal Products COLING 2022 A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems EMNLP 2022 A Gentle Introduction to Deep Nets and Opportunities for the Future ACL 2022 AnaLog: Testing Analytical and Deductive Logic Learnability in Language Models NAACL 2022 A Natural Diet: Towards Improving Naturalness of Machine Translation Output ACL 2022 An empirical analysis of compute-optimal large language model training NeurIPS 2022 An Empirical Study of Training End-to-End Vision-and-Language Transformers CVPR 2022 An Error Analysis of Generative Adversarial Networks for Learning Distributions JMLR 2022 An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels ACL 2022 An Iterative Quantum Approach for Transformation Estimation From Point Sets CVPR 2022 Application of Neurosymbolic AI to Sequential Decision Making IJCAI 2022 AraLegal-BERT: A pretrained language model for Arabic Legal text EMNLP 2022 AraT5: Text-to-Text Transformers for Arabic Language Generation ACL 2022 A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing EMNLP 2022 A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models ACL 2022