Foundation Models

How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NeurIPS 2024 How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes NAACL 2024 How Do Moral Emotions Shape Political Participation? A Cross-Cultural Analysis of Online Petitions Using Language Models ACL 2024 How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations ICLR 2024 How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment EMNLP 2024 How to Configure Good In-Context Sequence for Visual Question Answering CVPR 2024 How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective EMNLP 2024 How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? EACL 2024 How Well Do Large Language Models Truly Ground? NAACL 2024 HRVDA: High-Resolution Visual Document Assistant CVPR 2024 HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization COLING 2024 Human-LLM Hybrid Text Answer Aggregation for Crowd Annotations EMNLP 2024 HumanRef: Single Image to 3D Human Generation via Reference-Guided Diffusion CVPR 2024 Human vs. Generative AI in Content Creation Competition: Symbiosis or Conflict? ICML 2024 HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models NeurIPS 2024 Hybrid Proposal Refiner: Revisiting DETR Series from the Faster R-CNN Perspective CVPR 2024 HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications EMNLP 2024 HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models CVPR 2024 Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024 IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models ICLR 2024 Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy EMNLP 2024 IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NeurIPS 2024 IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning ACL 2024 Image Hijacks: Adversarial Images can Control Generative Models at Runtime ICML 2024 ImageNet3D: Towards General-Purpose Object-Level 3D Understanding NeurIPS 2024