Foundation Models

Inference and Verbalization Functions During In-Context Learning EMNLP 2024 Inference-Time Language Model Alignment via Integrated Value Guidance EMNLP 2024 InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model ACL 2024 InfiniPot: Infinite Context Processing on Memory-Constrained LLMs EMNLP 2024 InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory NeurIPS 2024 Information Re-Organization Improves Reasoning in Large Language Models NeurIPS 2024 Information-theoretic generalization bounds for learning from quantum data COLT 2024 InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration EMNLP 2024 Infusing Acoustic Pause Context into Text-Based Dementia Assessment Interspeech 2024 Instance-adaptive Zero-shot Chain-of-Thought Prompting NeurIPS 2024 InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024 InstructEd: Soft-Instruction Tuning for Model Editing with Hops ACL 2024 InstructEval: Towards Holistic Evaluation of Instruction-Tuned Large Language Models EACL 2024 Instruction-following Evaluation through Verbalizer Manipulation NAACL 2024 Instruction Fusion: Advancing Prompt Evolution through Hybridization ACL 2024 Instruction Tuning With Loss Over Instructions NeurIPS 2024 InstructNav: Zero-shot System for Generic Instruction Navigation in Unexplored Environment CoRL 2024 InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining ICML 2024 Integrating LLM, VLM, and Text-to-Image Models for Enhanced Information Graphics: A Methodology for Accurate and Visually Engaging Visualizations IJCAI 2024 Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition ACL 2024 Intent-conditioned and Non-toxic Counterspeech Generation using Multi-Task Instruction Tuning with RLAIF NAACL 2024 Interfacing Foundation Models' Embeddings NeurIPS 2024 InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks CVPR 2024 Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) NeurIPS 2024 Intersection of Artificial Intelligence and Medical Education (Student Abstract) AAAI 2024