Foundation Models

HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ACL 2023 HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face NeurIPS 2023 HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation CVPR 2023 Human-Timescale Adaptation in an Open-Ended Task Space ICML 2023 HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution NeurIPS 2023 HyperMixer: An MLP-based Low Cost Alternative to Transformers ACL 2023 IC3: Image Captioning by Committee Consensus EMNLP 2023 ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023 Images Speak in Images: A Generalist Painter for In-Context Visual Learning CVPR 2023 Impact of Co-occurrence on Factual Knowledge of Large Language Models EMNLP 2023 impact of sample selection on in-context learning for entity extraction from scientific writing EMNLP 2023 Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting EMNLP 2023 Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge ACL 2023 Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment EMNLP 2023 Improving generalization in large langue model by learning prefix subspaces EMNLP 2023 Improving Mathematics Tutoring With A Code Scratchpad ACL 2023 Improving Pacing in Long-Form Story Planning EMNLP 2023 Improving Sequential Model Editing with Fact Retrieval EMNLP 2023 In-Context Learning Creates Task Vectors EMNLP 2023 Incorporating Structured Representations into Pretrained Vision & Language Models Using Scene Graphs EMNLP 2023 InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding NeurIPS 2023 InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023 InstructPTS: Instruction-Tuning LLMs for Product Title Summarization EMNLP 2023 Investigating Massive Multilingual Pre-Trained Machine Translation Models for Clinical Domain via Transfer Learning ACL 2023 Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation EMNLP 2023