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"

11 / 11 papers shown

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 51 1 0 17 Feb 2025
Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMs Yuchen Fu Zifeng Cheng Zhiwei Jiang Zhonghui Wang Yafeng Yin Zhengliang Li Qing Gu LLMAG 72 0 0 16 Dec 2024
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 123 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 42 6 0 05 Jun 2024
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models Peng Wang Zexi Li Ningyu Zhang Ziwen Xu Yunzhi Yao Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen KELM CLL 47 20 0 23 May 2024
Meanings and Feelings of Large Language Models: Observability of Latent States in Generative AI Tian Yu Liu Stefano Soatto Matteo Marchi Pratik Chaudhari Paulo Tabuada AI4CE 36 2 0 22 May 2024
Directed Metric Structures arising in Large Language Models Stéphane Gaubert Yiannis Vlassopoulos 21 1 0 20 May 2024
Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding Alessandro Achille Greg Ver Steeg Tian Yu Liu Matthew Trager Carson Klingenberg Stefano Soatto 30 1 0 14 Feb 2024
How Safe Am I Given What I See? Calibrated Prediction of Safety Chances for Image-Controlled Autonomy Zhenjiang Mao Carson Sobolewski I. Ruchkin 29 8 0 23 Aug 2023
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models Peng Wang Ningyu Zhang Bo Tian Zekun Xi Yunzhi Yao ... Shuyang Cheng Kangwei Liu Yuansheng Ni Guozhou Zheng Huajun Chen KELM 27 41 0 14 Aug 2023