v1v2v3 (latest)

Human-like conceptual representations emerge from language prediction

21 January 2025

Papers citing "Human-like conceptual representations emerge from language prediction"

34 / 34 papers shown

Title
Neural networks that overcome classic challenges through practice Kazuki Irie Brenden M. Lake 82 6 0 14 Oct 2024
Gemma 2: Improving Open Language Models at a Practical Size Gemma Team Gemma Team Morgane Riviere Shreya Pathak Pier Giuseppe Sessa Cassidy Hardin ... Noah Fiedel Armand Joulin Kathleen Kenealy Robert Dadashi Alek Andreev VLM MoE OSLM 123 873 0 31 Jul 2024
Building Machines that Learn and Think with People Katherine M. Collins Ilia Sucholutsky Umang Bhatt Kartik Chandra Lionel Wong ... Mark K. Ho Vikash K. Mansinghka Adrian Weller Joshua B. Tenenbaum Thomas Griffiths 103 35 0 22 Jul 2024
MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series Ge Zhang Scott Qu Jiaheng Liu Chenchen Zhang Chenghua Lin ... Zi-Kai Zhao Jiajun Zhang Wanli Ouyang Wenhao Huang Wenhu Chen ELM 80 46 0 29 May 2024
On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe Ningyu Xu Qi Zhang Menghan Zhang Peng Qian Xuanjing Huang LRM 110 3 0 22 Feb 2024
Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models Martha Lewis Melanie Mitchell ELM LRM 46 24 0 14 Feb 2024
OLMo: Accelerating the Science of Language Models Dirk Groeneveld Iz Beltagy Pete Walsh Akshita Bhagia Rodney Michael Kinney ... Jesse Dodge Kyle Lo Luca Soldaini Noah A. Smith Hanna Hajishirzi OSLM 185 406 0 01 Feb 2024
The Falcon Series of Open Language Models Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra-Aimée Cojocaru ... Quentin Malartic Daniele Mazzotta Badreddine Noune B. Pannier Guilherme Penedo AI4TS ALM 150 443 0 28 Nov 2023
Does GPT-4 pass the Turing test? Cameron R. Jones Benjamin K. Bergen ELM 107 37 0 31 Oct 2023
Language Models Represent Space and Time Wes Gurnee Max Tegmark 112 159 0 03 Oct 2023
Textbooks Are All You Need II: phi-1.5 technical report Yuan-Fang Li Sébastien Bubeck Ronen Eldan Allison Del Giorno Suriya Gunasekar Yin Tat Lee ALM LRM 161 474 0 11 Sep 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 305 11,894 0 18 Jul 2023
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling Stella Biderman Hailey Schoelkopf Quentin G. Anthony Herbie Bradley Kyle O'Brien ... USVSN Sai Prashanth Edward Raff Aviya Skowron Lintang Sutawika Oskar van der Wal 103 1,285 0 03 Apr 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.5K 13,247 0 27 Feb 2023
Testing AI on language comprehension tasks reveals insensitivity to underlying meaning Vittoria Dentella Fritz Guenther Elliot Murphy G. Marcus Evelina Leivada ELM 96 29 0 23 Feb 2023
Creating a Large Language Model of a Philosopher Eric Schwitzgebel David Schwitzgebel A. Strasser DeLMO AI4CE 63 61 0 02 Feb 2023
Emergent Analogical Reasoning in Large Language Models Taylor Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 101 309 0 19 Dec 2022
Thinking Fast and Slow in Large Language Models Thilo Hagendorff Sarah Fabi Michal Kosinski LLMAG LRM 53 154 0 10 Dec 2022
The Debate Over Understanding in AI's Large Language Models Melanie Mitchell D. Krakauer ELM 123 216 0 14 Oct 2022
Meaning without reference in large language models S. Piantadosi Felix Hill 65 77 0 05 Aug 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 331 477 0 21 Jun 2022
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Percy Liang J. Dean W. Fedus ELM ReLM LRM 279 2,480 0 15 Jun 2022
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems P. Smolensky R. Thomas McCoy Roland Fernandez Matthew A. Goldrick Jia-Hao Gao 100 63 0 02 May 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 336 3,667 0 02 May 2022
STaR: Bootstrapping Reasoning With Reasoning E. Zelikman Yuhuai Wu Jesse Mu Noah D. Goodman ReLM LRM 140 488 0 28 Mar 2022
Abstraction and Analogy-Making in Artificial Intelligence Melanie Mitchell 77 167 0 22 Feb 2021
Word meaning in minds and machines Brenden M. Lake G. Murphy NAI 63 118 0 04 Aug 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 814 42,055 0 28 May 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 608 4,822 0 23 Jan 2020
Correlation Coefficients and Semantic Textual Similarity V. Zhelezniak Aleksandar Savkov April Shen Nils Y. Hammerla 63 50 0 19 May 2019
Learning Word Vectors for 157 Languages Edouard Grave Piotr Bojanowski Prakhar Gupta Armand Joulin Tomas Mikolov SSL FaML 95 1,429 0 19 Feb 2018
Learning to Understand Phrases by Embedding the Dictionary Felix Hill Kyunghyun Cho Anna Korhonen Yoshua Bengio NAI 72 194 0 02 Apr 2015
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 101 1,303 0 15 Aug 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,550 0 16 Oct 2013