Deep Learning

Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning EMNLP 2024 Large Language Models Are Challenged by Habitat-Centered Reasoning EMNLP 2024 Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales AAAI 2024 Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition ACL 2024 Large Language Models are Good Prompt Learners for Low-Shot Image Classification CVPR 2024 Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024 Large Language Models Are Involuntary Truth-Tellers: Exploiting Fallacy Failure for Jailbreak Attacks EMNLP 2024 Large Language Models are Limited in Out-of-Context Knowledge Reasoning EMNLP 2024 Large Language Models Are No Longer Shallow Parsers ACL 2024 Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024 Large Language Models as Optimizers ICLR 2024 Large Language Models Can Be Contextual Privacy Protection Learners EMNLP 2024 Large Language Models Can Self-Correct with Key Condition Verification EMNLP 2024 Large Language Models can Share Images, Too! ACL 2024 Large Language Models for Data Annotation and Synthesis: A Survey EMNLP 2024 Large Language Models for Generative Recommendation: A Survey and Visionary Discussions COLING 2024 Large Language Models for Propaganda Span Annotation EMNLP 2024 Large Language Models for Time Series: A Survey IJCAI 2024 Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024 Large Language Models Know What To Say But Not When To Speak EMNLP 2024 Large Language Models Must Be Taught to Know What They Don’t Know NeurIPS 2024 Large Language Models Relearn Removed Concepts ACL 2024 Large Occluded Human Image Completion via Image-Prior Cooperating AAAI 2024 Large Pre-trained time series models for cross-domain Time series analysis tasks NeurIPS 2024 Large Scale Dataset Distillation with Domain Shift ICML 2024