Language Models Represent Space and Time

3 October 2023

Papers citing "Language Models Represent Space and Time"

19 / 119 papers shown

Title
Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives Chen Gao Xiaochong Lan Nian Li Yuan Yuan Jingtao Ding Zhilun Zhou Fengli Xu Yong Li LLMAG AI4CE LM&Ro 41 103 0 19 Dec 2023
Assessing Logical Reasoning Capabilities of Encoder-Only Transformer Models Paulo Pirozelli M. M. José Paulo de Tarso P. Filho A. Brandão Fabio Gagliardi Cozman LRM ELM 34 2 0 18 Dec 2023
Vectorizing string entries for data processing on tables: when are larger language models better? Léo Grinsztajn Edouard Oyallon Myung Jun Kim Gaël Varoquaux 37 2 0 15 Dec 2023
Emergence and Function of Abstract Representations in Self-Supervised Transformers Quentin RV. Ferry Joshua Ching Takashi Kawai 24 2 0 08 Dec 2023
Large Language Models for Travel Behavior Prediction Baichuan Mo Hanyong Xu Dingyi Zhuang Ruoyun Ma Xiaotong Guo Jinhua Zhao AI4TS LRM 11 8 0 30 Nov 2023
Look Before You Leap: Unveiling the Power of GPT-4V in Robotic Vision-Language Planning Yingdong Hu Fanqi Lin Tong Zhang Li Yi Yang Gao LM&Ro 91 101 0 29 Nov 2023
The Linear Representation Hypothesis and the Geometry of Large Language Models Kiho Park Yo Joong Choe Victor Veitch LLMSV MILM 29 137 0 07 Nov 2023
LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B Simon Lermen Charlie Rogers-Smith Jeffrey Ladish ALM 20 82 0 31 Oct 2023
Use of probabilistic phrases in a coordination game: human versus GPT-4 Laurence T Maloney M. Martello Vivian Fei Valerie Ma 17 0 0 16 Oct 2023
On Generative Agents in Recommendation An Zhang Yuxin Chen Leheng Sheng Xiang Wang Tat-Seng Chua 35 43 0 16 Oct 2023
Explainability for Large Language Models: A Survey Haiyan Zhao Hanjie Chen Fan Yang Ninghao Liu Huiqi Deng Hengyi Cai Shuaiqiang Wang Dawei Yin Jundong Li LRM 26 409 0 02 Sep 2023
Finding Neurons in a Haystack: Case Studies with Sparse Probing Wes Gurnee Neel Nanda Matthew Pauly Katherine Harvey Dmitrii Troitskii Dimitris Bertsimas MILM 160 186 0 02 May 2023
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model Michael Hanna Ollie Liu Alexandre Variengien LRM 189 120 0 30 Apr 2023
Dissecting Recall of Factual Associations in Auto-Regressive Language Models Mor Geva Jasmijn Bastings Katja Filippova Amir Globerson KELM 191 261 0 28 Apr 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 298 3,007 0 22 Mar 2023
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small Kevin Wang Alexandre Variengien Arthur Conmy Buck Shlegeris Jacob Steinhardt 212 496 0 01 Nov 2022
Toy Models of Superposition Nelson Elhage Tristan Hume Catherine Olsson Nicholas Schiefer T. Henighan ... Sam McCandlish Jared Kaplan Dario Amodei Martin Wattenberg C. Olah AAML MILM 125 318 0 21 Sep 2022
Do Language Models Know the Way to Rome? Bastien Liétard Mostafa Abdou Anders Søgaard 51 15 0 16 Sep 2021
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 226 405 0 24 Feb 2021