Language Models Represent Space and Time

3 October 2023

Papers citing "Language Models Represent Space and Time"

50 / 119 papers shown

Title
Revealing economic facts: LLMs know more than they say Marcus Buckmann Quynh Anh Nguyen Edward Hill 28 0 0 13 May 2025
Performance Gains of LLMs With Humans in a World of LLMs Versus Humans Lucas McCullum Pelagie Ami Agassi L. A. Celi Daniel K. Ebner Chrystinne Oliveira Fernandes Rachel S. Hicklen Mkliwa Koumbia Lisa Soleymani Lehmann David Restrepo 19 0 0 13 May 2025
Geospatial Mechanistic Interpretability of Large Language Models Stef De Sabbata Stefano Mizzaro Kevin Roitero AI4CE 37 0 0 06 May 2025
Do Large Language Models know who did what to whom? Joseph M. Denning Xiaohan Bryor Snefjella Idan A. Blank 62 1 0 23 Apr 2025
Steering Prosocial AI Agents: Computational Basis of LLM's Decision Making in Social Simulation Ji Ma 37 0 0 16 Apr 2025
ThoughtProbe: Classifier-Guided Thought Space Exploration Leveraging LLM Intrinsic Reasoning Zijian Wang Chang Xu LRM 30 1 0 09 Apr 2025
Neuron-level Balance between Stability and Plasticity in Deep Reinforcement Learning Jiahua Lan Sen Zhang Haixia Pan Ruijun Liu Li Shen Dacheng Tao CLL 28 0 0 09 Apr 2025
The Zero Body Problem: Probing LLM Use of Sensory Language Rebecca M. M. Hicke Sil Hamilton David M. Mimno 26 0 0 08 Apr 2025
Language Models Are Implicitly Continuous Samuele Marro Davide Evangelista X. A. Huang Emanuele La Malfa M. Lombardi Michael Wooldridge 33 0 0 04 Apr 2025
How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices? Andres Algaba Vincent Holst Floriano Tori Melika Mobini Brecht Verbeken Sylvia Wenmackers Vincent Ginis 41 1 0 03 Apr 2025
Is the Reversal Curse a Binding Problem? Uncovering Limitations of Transformers from a Basic Generalization Failure Boshi Wang Huan Sun 34 2 0 02 Apr 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian-jun Sun Wei Ma 69 1 0 27 Mar 2025
Towards LLM Guardrails via Sparse Representation Steering Zeqing He Zhibo Wang Huiyu Xu Kui Ren LLMSV 52 1 0 21 Mar 2025
Using the Tools of Cognitive Science to Understand Large Language Models at Different Levels of Analysis Alexander Ku Declan Campbell Xuechunzi Bai Jiayi Geng Ryan Liu ... Ilia Sucholutsky Veniamin Veselovsky Liyi Zhang Jian-Qiao Zhu Thomas L. Griffiths ELM 90 3 0 17 Mar 2025
Chain-of-Thought Reasoning In The Wild Is Not Always Faithful Iván Arcuschin Jett Janiak Robert Krzyzanowski Senthooran Rajamanoharan Neel Nanda Arthur Conmy LRM ReLM 63 6 0 11 Mar 2025
Exploring Multimodal Perception in Large Language Models Through Perceptual Strength Ratings Jonghyun Lee Dojun Park Jiwoo Lee Hoekeon Choi Sung-Eun Lee 61 1 0 10 Mar 2025
Towards Understanding Distilled Reasoning Models: A Representational Approach David D. Baek Max Tegmark LRM 80 3 0 05 Mar 2025
The MASK Benchmark: Disentangling Honesty From Accuracy in AI Systems Richard Ren Arunim Agarwal Mantas Mazeika Cristina Menghini Robert Vacareanu ... Matias Geralnik Adam Khoja Dean Lee Summer Yue Dan Hendrycks HILM ALM 90 0 0 05 Mar 2025
Linear Representations of Political Perspective Emerge in Large Language Models Junsol Kim James Evans Aaron Schein 77 2 0 03 Mar 2025
The Relationship Between Reasoning and Performance in Large Language Models -- o3 (mini) Thinks Harder, Not Longer Marthe Ballon Andres Algaba Vincent Ginis LRM ReLM 41 4 0 24 Feb 2025
The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence Tom Wollschlager Jannes Elstner Simon Geisler Vincent Cohen-Addad Stephan Günnemann Johannes Gasteiger LLMSV 64 0 0 24 Feb 2025
From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task Nicolas Martorell LLMAG 61 1 0 23 Feb 2025
Are Sparse Autoencoders Useful? A Case Study in Sparse Probing Subhash Kantamneni Joshua Engels Senthooran Rajamanoharan Max Tegmark Neel Nanda 59 5 0 23 Feb 2025
Lines of Thought in Large Language Models Raphael Sarfati Toni J. B. Liu Nicolas Boullé Christopher Earls LRM VLM LM&Ro 66 1 0 17 Feb 2025
The Representation and Recall of Interwoven Structured Knowledge in LLMs: A Geometric and Layered Analysis Ge Lei Samuel J. Cooper KELM 49 0 0 15 Feb 2025
Harmonic Loss Trains Interpretable AI Models David D. Baek Ziming Liu Riya Tyagi Max Tegmark 97 2 0 03 Feb 2025
What is a Number, That a Large Language Model May Know It? Raja Marjieh Veniamin Veselovsky Thomas L. Griffiths Ilia Sucholutsky 165 2 0 03 Feb 2025
Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment Gregor Bachmann Sotiris Anagnostidis Albert Pumarola Markos Georgopoulos A. Sanakoyeu Yuming Du Edgar Schönfeld Ali K. Thabet Jonas Kohler ALM BDL 93 6 0 31 Jan 2025
Human-like conceptual representations emerge from language prediction Ningyu Xu Qi Zhang Chao Du Qiang Luo Xipeng Qiu Xuanjing Huang Menghan Zhang 70 0 0 21 Jan 2025
Revisiting Rogers' Paradox in the Context of Human-AI Interaction K. M. Collins Umang Bhatt Ilia Sucholutsky 46 1 0 16 Jan 2025
ICLR: In-Context Learning of Representations Core Francisco Park Andrew Lee Ekdeep Singh Lubana Yongyi Yang Maya Okawa Kento Nishi Martin Wattenberg Hidenori Tanaka AIFin 118 3 0 29 Dec 2024
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events Yuanyuan Tian Wenwen Li Lei Hu X. Chen Michael Brook Michael Brubaker Fan Zhang A. Liljedahl KELM 83 1 0 19 Nov 2024
JailbreakLens: Interpreting Jailbreak Mechanism in the Lens of Representation and Circuit Zeqing He Zhibo Wang Zhixuan Chu Huiyu Xu Rui Zheng Kui Ren Chun Chen 54 3 0 17 Nov 2024
All or None: Identifiable Linear Properties of Next-token Predictors in Language Modeling Emanuele Marconato Sébastien Lachapelle Sebastian Weichwald Luigi Gresele 69 3 0 30 Oct 2024
Chatting with Bots: AI, Speech Acts, and the Edge of Assertion Iwan Williams Tim Bayne 34 1 0 22 Oct 2024
Improving Instruction-Following in Language Models through Activation Steering Alessandro Stolfo Vidhisha Balachandran Safoora Yousefi Eric Horvitz Besmira Nushi LLMSV 62 14 0 15 Oct 2024
Generalization from Starvation: Hints of Universality in LLM Knowledge Graph Learning David D. Baek Yuxiao Li Max Tegmark 44 2 0 10 Oct 2024
The Geometry of Concepts: Sparse Autoencoder Feature Structure Yuxiao Li Eric J. Michaud David D. Baek Joshua Engels Xiaoqing Sun Max Tegmark 52 7 0 10 Oct 2024
Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax I. Butakov Alexander Sememenko Alexander Tolmachev Andrey Gladkov Marina Munkhoeva Alexey Frolov 37 0 0 09 Oct 2024
Sparse Attention Decomposition Applied to Circuit Tracing Gabriel Franco Mark Crovella 31 0 0 01 Oct 2024
Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical Documents Emanuela Boros Maud Ehrmann 33 0 0 25 Sep 2024
Optimal ablation for interpretability Maximilian Li Lucas Janson FAtt 49 2 0 16 Sep 2024
Towards understanding evolution of science through language model series Junjie Dong Zhuoqi Lyu Qing Ke AI4TS 35 0 0 15 Sep 2024
Programming Refusal with Conditional Activation Steering Bruce W. Lee Inkit Padhi K. Ramamurthy Erik Miehling Pierre L. Dognin Manish Nagireddy Amit Dhurandhar LLMSV 102 13 0 06 Sep 2024
The representation landscape of few-shot learning and fine-tuning in large language models Diego Doimo Alessandro Serra A. Ansuini Alberto Cazzaniga 90 4 0 05 Sep 2024
Modularity in Transformers: Investigating Neuron Separability & Specialization Nicholas Pochinkov Thomas Jones Mohammed Rashidur Rahman 29 0 0 30 Aug 2024
Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach Tong Nie Junlin He Yuewen Mei Guoyang Qin Guilong Li Jian Sun Wei Ma 34 3 0 30 Aug 2024
Multilevel Interpretability Of Artificial Neural Networks: Leveraging Framework And Methods From Neuroscience Zhonghao He Jascha Achterberg Katie Collins Kevin K. Nejad Danyal Akarca ... Chole Li Kai J. Sandbrink Stephen Casper Anna Ivanova Grace W. Lindsay AI4CE 28 1 0 22 Aug 2024
D-RMGPT: Robot-assisted collaborative tasks driven by large multimodal models Matteo Forlini Mihail Babcinschi Giacomo Palmieri Pedro Neto 29 1 0 21 Aug 2024
Understanding Generative AI Content with Embedding Models Max Vargas Reilly Cannon A. Engel Anand D. Sarwate Tony Chiang 52 3 0 19 Aug 2024