conftrace_

Models

20,488 papers (23 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Generative Models (8,597) Diffusion Models (6,478) Large Language Models (2,815) Variational Inference (2,186) Vision-Language Models (839) Language Models (763) Foundation Models (330) Language Modeling (92) Variational Autoencoders (67) Neural Radiance Fields (46) Sequence-to-Sequence (42) Variational Autoencoder (24)

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Papers (including subtopics)

The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance ACL 2024 The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024 The Computational Anatomy of Humility: Modeling Intellectual Humility in Online Public Discourse EMNLP 2024 The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text NAACL 2024 The Devil is in the Fine-Grained Details: Evaluating Open-Vocabulary Object Detectors for Fine-Grained Understanding CVPR 2024 The effects of distance on NPI illusive effects in BERT EMNLP 2024 The Emergence of Reproducibility and Consistency in Diffusion Models ICML 2024 The Evidence Contraction Issue in Deep Evidential Regression: Discussion and Solution AAAI 2024 The Expressive Capacity of State Space Models: A Formal Language Perspective NeurIPS 2024 The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities ACL 2024 The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods EACL 2024 The GAN is dead; long live the GAN! A Modern GAN Baseline NeurIPS 2024 The Generation Gap: Exploring Age Bias in the Value Systems of Large Language Models EMNLP 2024 The Generative AI Paradox: “What It Can Create, It May Not Understand” ICLR 2024 The Hidden Language of Diffusion Models ICLR 2024 The Mamba in the Llama: Distilling and Accelerating Hybrid Models NeurIPS 2024 Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability EMNLP 2024 The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models ACL 2024 The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data NeurIPS 2024 The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models ACL 2024 TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts EMNLP 2024 Theoretical guarantees in KL for Diffusion Flow Matching NeurIPS 2024 Theoretical insights for diffusion guidance: A case study for Gaussian mixture models ICML 2024 Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling ICML 2024 The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models NeurIPS 2024