Papers citing 'Faith and Fate: Limits of Transformers on Compositionality'

Title
Can Large Language Models Really Improve by Self-critiquing Their Own Plans? Kaya Stechly Matthew Marquez Subbarao Kambhampati LRM 163 113 0 12 Oct 2023
The Expressive Power of Transformers with Chain of Thought William Merrill Ashish Sabharwal LRM AI4CE ReLM 455 0 0 11 Oct 2023
Sparse Universal TransformerConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Shawn Tan Songlin Yang Zhenfang Chen Aaron Courville Chuang Gan MoE 244 24 0 11 Oct 2023
Measuring Information in Text Explanations Zining Zhu Frank Rudzicz FAtt 180 1 0 06 Oct 2023
Amortizing intractable inference in large language modelsInternational Conference on Learning Representations (ICLR), 2023 Marvin Schmitt Moksh Jain Daniel Habermann Younesse Kaddar Ullrich Kothe Stefan T. Radev Nikolay Malkin AIFin BDL 335 77 0 06 Oct 2023
Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Junchi Yu Xiao-Yu Zhang Rex Ying LRM 386 38 0 06 Oct 2023
SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by SimulationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Matthias Lindemann Alexander Koller Ivan Titov AI4CE 383 6 0 01 Oct 2023
DyVal: Dynamic Evaluation of Large Language Models for Reasoning TasksInternational Conference on Learning Representations (ICLR), 2023 A. Maritan Jiaao Chen S. Dey Luca Schenato Diyi Yang Xing Xie ELM LRM 391 78 0 29 Sep 2023
"I'd Like to Have an Argument, Please": Argumentative Reasoning in Large Language ModelsComma (COMMA), 2023 Sizhe Wei Yifan Lu LRM 259 6 0 29 Sep 2023
GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond Timothée Darcet Yuyu Zhang Yijie Zhu Chenguang Xi Pengyang Gao Piotr Bojanowski Kevin Chen-Chuan Chang ELM 277 26 0 28 Sep 2023
Language Models as a Service: Overview of a New Paradigm and its ChallengesJournal of Artificial Intelligence Research (JAIR), 2023 Emanuele La Malfa Aleksandar Petrov Simon Frieder Christoph Weinhuber Ryan Burnell Raza Nazar Anthony Cohn Nigel Shadbolt Michael Wooldridge ALM ELM 274 11 0 28 Sep 2023
Code Soliloquies for Accurate Calculations in Large Language ModelsInternational Conference on Learning Analytics and Knowledge (LAK), 2023 Shashank Sonkar Myco Le Xinghe Chen Naiming Liu D. B. Mallick Richard G. Baraniuk SyDa 183 16 0 21 Sep 2023
Chain-of-Thought Reasoning is a Policy Improvement Operator Hugh Zhang David C. Parkes ReLM LM&Ro LRM 183 15 0 15 Sep 2023
On the Unexpected Abilities of Large Language ModelsAdaptive Behavior (Adapt. Behav.), 2023 S. Nolfi LRM 293 14 0 09 Aug 2023
Coupling Symbolic Reasoning with Language Modeling for Efficient Longitudinal Understanding of Unstructured Electronic Medical Records Shivani Shekhar Simran Tiwari T. Rensink R. Eskander Wael Salloum 118 4 0 07 Aug 2023
Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models Jiaao Chen Xiaoman Pan Dian Yu Kaiqiang Song Xiaoyang Wang Dong Yu Jianshu Chen ReLM LRM 189 32 0 01 Aug 2023
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question AnsweringTransactions of the Association for Computational Linguistics (TACL), 2023 Vaibhav Adlakha Parishad BehnamGhader Xing Han Lù Nicholas Meade Siva Reddy 345 172 0 31 Jul 2023
Glamour muscles: why having a body is not what it means to be embodied Shawn L. E. Beaulieu Sam Kriegman AI4CE 117 0 0 17 Jul 2023
Mini-Giants: "Small" Language Models and Open Source Win-Win Zhengping Zhou Lezhi Li Xinxi Chen Andy Li SyDa ALM MoE 322 10 0 17 Jul 2023
Brain in a Vat: On Missing Pieces Towards Artificial General Intelligence in Large Language Models Yuxi Ma Fangqiu Yi Song-Chun Zhu ELM ALM 157 8 0 07 Jul 2023
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual TasksNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Zhaofeng Wu Linlu Qiu Alexis Ross Ekin Akyürek Boyuan Chen Bailin Wang Najoung Kim Jacob Andreas Yoon Kim LRM ReLM 402 292 0 05 Jul 2023
CHORUS: Foundation Models for Unified Data Discovery and ExplorationProceedings of the VLDB Endowment (PVLDB), 2023 Moe Kayali A. Lykov Ilias Fountalis N. Vasiloglou Dan Olteanu Dan Suciu 232 41 0 16 Jun 2023
The Two Word Test: A Semantic Benchmark for Large Language Models Nicholas Riccardi Rutvik H. Desai ELM 139 6 0 07 Jun 2023
Large Language Models as Commonsense Knowledge for Large-Scale Task PlanningNeural Information Processing Systems (NeurIPS), 2023 Zirui Zhao W. Lee David Hsu LRM LLMAG LM&Ro 382 314 0 23 May 2023
Break It Down: Evidence for Structural Compositionality in Neural NetworksNeural Information Processing Systems (NeurIPS), 2023 Michael A. Lepori Thomas Serre Ellie Pavlick 306 50 0 26 Jan 2023