Foundation Models

Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024 Knowledge-aware Attention Network for Medication Effectiveness Prediction COLING 2024 Knowledge-Centric Templatic Views of Documents EMNLP 2024 Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ACL 2024 Knowledge Generation for Zero-shot Knowledge-based VQA EACL 2024 Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature EMNLP 2024 Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models ICML 2024 Label-free Node Classification on Graphs with Large Language Models (LLMs) ICLR 2024 LACIE: Listener-Aware Finetuning for Calibration in Large Language Models NeurIPS 2024 Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level EMNLP 2024 LAILab at Chemotimelines 2024: Finetuning sequence-to-sequence language models for temporal relation extraction towards cancer patient undergoing chemotherapy treatment NAACL 2024 Language Agnostic Code Embeddings NAACL 2024 Language-driven All-in-one Adverse Weather Removal CVPR 2024 Language is All a Graph Needs EACL 2024 Language Model Cascades: Token-Level Uncertainty And Beyond ICLR 2024 Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks ACL 2024 Language Models Represent Space and Time ICLR 2024 Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis CVPR 2024 Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI ICLR 2024 Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior ICLR 2024 Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents IJCAI 2024 Large Language Model-based FMRI Encoding of Language Functions for Subjects with Neurocognitive Disorder Interspeech 2024 Large Language Model-based Pipeline for Item Difficulty and Response Time Estimation for Educational Assessments NAACL 2024 Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation IJCAI 2024 Large Language Models Are Challenged by Habitat-Centered Reasoning EMNLP 2024