Foundation Models

Subject-driven Text-to-Image Generation via Apprenticeship Learning NeurIPS 2023 Substitution-based Semantic Change Detection using Contextual Embeddings ACL 2023 Supervised Pretraining Can Learn In-Context Reinforcement Learning NeurIPS 2023 SuS-X: Training-Free Name-Only Transfer of Vision-Language Models ICCV 2023 Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations EMNLP 2023 Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models ICML 2023 Tagged End-to-End Simultaneous Speech Translation Training Using Simultaneous Interpretation Data ACL 2023 Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models NeurIPS 2023 Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System ACL 2023 TeamShakespeare at SemEval-2023 Task 6: Understand Legal Documents with Contextualized Large Language Models SemEval 2023 TELeR: A General Taxonomy of LLM Prompts for Benchmarking Complex Tasks EMNLP 2023 TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities ACL 2023 Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023 Textually Pretrained Speech Language Models NeurIPS 2023 The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023 The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models EMNLP 2023 The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models EMNLP 2023 The Impact of Positional Encoding on Length Generalization in Transformers NeurIPS 2023 The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023 The Learnability of In-Context Learning NeurIPS 2023 TheoremQA: A Theorem-driven Question Answering Dataset EMNLP 2023 Theory of Mind for Multi-Agent Collaboration via Large Language Models EMNLP 2023 The Wisdom of Hindsight Makes Language Models Better Instruction Followers ICML 2023 Time-Aware Representation Learning for Time-Sensitive Question Answering EMNLP 2023 Time-Considerable Dialogue Models via Reranking by Time Dependency EMNLP 2023