Deep Learning

Does CLIP Bind Concepts? Probing Compositionality in Large Image Models EACL 2024 Does CLIP’s generalization performance mainly stem from high train-test similarity? ICLR 2024 Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better ACL 2024 Does Few-Shot Learning Suffer from Backdoor Attacks? AAAI 2024 Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024 Does Label Smoothing Help Deep Partial Label Learning? ICML 2024 Does Large Language Model Contain Task-Specific Neurons? EMNLP 2024 Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models? EMNLP 2024 Does the Generator Mind Its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer COLING 2024 Does the structure of textual content have an impact on language models for automatic summarization? ACL 2024 DOFEN: Deep Oblivious Forest ENsemble NeurIPS 2024 DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting NeurIPS 2024 Do Generated Data Always Help Contrastive Learning? ICLR 2024 DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging EMNLP 2024 DOGE-Train: Discrete Optimization on GPU with End-to-End Training AAAI 2024 DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping NAACL 2024 DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian Consensus NeurIPS 2024 Do Llamas Work in English? On the Latent Language of Multilingual Transformers ACL 2024 Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers NeurIPS 2024 Do LLMs learn a true syntactic universal? EMNLP 2024 Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models EMNLP 2024 Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research ACL 2024 DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning ACL 2024 Domain Adaptation for Large-Vocabulary Object Detectors NeurIPS 2024 Domain Adaptation via Prompt Learning for Alzheimer’s Detection EMNLP 2024