Foundation Models

A Survey on Dynamic Neural Networks for Natural Language Processing EACL 2023 ATHENA: Mathematical Reasoning with Thought Expansion EMNLP 2023 ATT3D: Amortized Text-to-3D Object Synthesis ICCV 2023 AtTGen: Attribute Tree Generation for Real-World Attribute Joint Extraction ACL 2023 A Unified Generative Approach to Product Attribute-Value Identification ACL 2023 A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks ACL 2023 Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023 Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data EMNLP 2023 Automatic Prompt Optimization with “Gradient Descent” and Beam Search EMNLP 2023 Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis EMNLP 2023 A Watermark for Large Language Models ICML 2023 Axiomatic Preference Modeling for Longform Question Answering EMNLP 2023 A Zero-Shot Language Agent for Computer Control with Structured Reflection EMNLP 2023 Back to the Source: Diffusion-Driven Adaptation To Test-Time Corruption CVPR 2023 Balanced Mixture of Supernets for Learning the CNN Pooling Architecture AutoML 2023 BanglaNLG and BanglaT5: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla EACL 2023 Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023 Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning EMNLP 2023 Bayesian Prompt Learning for Image-Language Model Generalization ICCV 2023 Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models NeurIPS 2023 BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology EMNLP 2023 Blackbird Language Matrices Tasks for Generalization EMNLP 2023 Block-State Transformers NeurIPS 2023 Blockwise Parallel Transformers for Large Context Models NeurIPS 2023 ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games EMNLP 2023