Meaning Representations from Trajectories in Autoregressive Models

Meaning Representations from Trajectories in Autoregressive Models

23 October 2023

Matthew Trager

Alessandro Achille

Pramuditha Perera

Papers citing "Meaning Representations from Trajectories in Autoregressive Models"

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Title
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment Jingcheng Deng Zhongtao Jiang Liang Pang Liwei Chen Kun Xu Zihao Wei Huawei Shen Xueqi Cheng 49 1 0 17 Feb 2025
Sparse Attention Vectors: Generative Multimodal Model Features Are Discriminative Vision-Language Classifiers Chancharik Mitra Brandon Huang Tianning Chai Zhiqiu Lin Assaf Arbelle Rogerio Feris Leonid Karlinsky Trevor Darrell Deva Ramanan Roei Herzig VLM 119 4 0 28 Nov 2024
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 27 0 0 21 Oct 2024
Cycles of Thought: Measuring LLM Confidence through Stable Explanations Evan Becker Stefano Soatto 35 6 0 05 Jun 2024
Directed Metric Structures arising in Large Language Models Stéphane Gaubert Yiannis Vlassopoulos 19 1 0 20 May 2024