Foundation Models

Imitation of Life: A Search Engine for Biologically Inspired Design AAAI 2024 Impact of Decoding Methods on Human Alignment of Conversational LLMs ACL 2024 Implicit Bias of AdamW: ℓ_∞-Norm Constrained Optimization ICML 2024 Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs NeurIPS 2024 Improved Baselines with Visual Instruction Tuning CVPR 2024 Improving Argument Effectiveness Across Ideologies using Instruction-tuned Large Language Models EMNLP 2024 Improving Attributed Text Generation of Large Language Models via Preference Learning ACL 2024 Improving Context-Aware Preference Modeling for Language Models NeurIPS 2024 Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment ACL 2024 Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning EMNLP 2024 Improving Factual Error Correction by Learning to Inject Factual Errors AAAI 2024 Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model EMNLP 2024 Improving Industrial Safety by Auto-Generating Case-specific Preventive Recommendations EMNLP 2024 Improving Language Model Reasoning with Self-motivated Learning COLING 2024 Improving LLM Generations via Fine-Grained Self-Endorsement ACL 2024 Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024 In-Context Former: Lightning-fast Compressing Context for Large Language Model EMNLP 2024 In-Context Learning Dynamics with Random Binary Sequences ICLR 2024 In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery ACL 2024 Incorporating Physics Principles for Precise Human Motion Prediction WACV 2024 In Defense of Structural Sparse Adapters for Concurrent LLM Serving EMNLP 2024 “In-Dialogues We Learn”: Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning EMNLP 2024 IndicFinNLP: Financial Natural Language Processing for Indian Languages COLING 2024 IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages ACL 2024 Induct-Learn: Short Phrase Prompting with Instruction Induction EMNLP 2024