THREAD: Thinking Deeper with Recursive Spawning

THREAD: Thinking Deeper with Recursive Spawning

27 May 2024

Philip Schroeder

Nathaniel Morgan

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Papers citing "THREAD: Thinking Deeper with Recursive Spawning"

17 / 17 papers shown

Title
TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation Yaoxiang Wang Zhiyong Wu Junfeng Yao Jinsong Su LLMAG 123 11 0 15 Feb 2024
ADaPT: As-Needed Decomposition and Planning with Language Models Archiki Prasad Alexander Koller Mareike Hartmann Peter Clark Ashish Sabharwal Mohit Bansal Tushar Khot LM&Ro 68 89 0 08 Nov 2023
Think before you speak: Training Language Models With Pause Tokens Sachin Goyal Ziwei Ji A. S. Rawat A. Menon Sanjiv Kumar Vaishnavh Nagarajan LRM 103 121 0 03 Oct 2023
Faith and Fate: Limits of Transformers on Compositionality Nouha Dziri Ximing Lu Melanie Sclar Xiang Lorraine Li Liwei Jian ... Sean Welleck Xiang Ren Allyson Ettinger Zaïd Harchaoui Yejin Choi ReLM LRM 140 384 0 29 May 2023
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models Lei Wang Wanyu Xu Yihuai Lan Zhiqiang Hu Yunshi Lan Roy Ka-wei Lee Ee-Peng Lim ReLM LRM 110 353 0 06 May 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 429 2,946 0 06 Oct 2022
Decomposed Prompting: A Modular Approach for Solving Complex Tasks Tushar Khot H. Trivedi Matthew Finlayson Yao Fu Kyle Richardson Peter Clark Ashish Sabharwal ReLM LRM 119 451 0 05 Oct 2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents Shunyu Yao Howard Chen John Yang Karthik Narasimhan LLMAG LM&Ro 159 514 0 04 Jul 2022
The NLP Task Effectiveness of Long-Range Transformers Guanghui Qin Yukun Feng Benjamin Van Durme 39 29 0 16 Feb 2022
Show Your Work: Scratchpads for Intermediate Computation with Language Models Maxwell Nye Anders Andreassen Guy Gur-Ari Henryk Michalewski Jacob Austin ... Aitor Lewkowycz Maarten Bosma D. Luan Charles Sutton Augustus Odena ReLM LRM 183 752 0 30 Nov 2021
PonderNet: Learning to Ponder Andrea Banino Jan Balaguer Charles Blundell PINN AIMat 135 81 0 12 Jul 2021
ALFWorld: Aligning Text and Embodied Environments for Interactive Learning Mohit Shridhar Xingdi Yuan Marc-Alexandre Côté Yonatan Bisk Adam Trischler Matthew J. Hausknecht LM&Ro LLMAG 89 443 0 08 Oct 2020
Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning Yichen Jiang Joey Tianyi Zhou ReLM LRM 50 72 0 12 Sep 2019
Multi-hop Reading Comprehension through Question Decomposition and Rescoring Sewon Min Victor Zhong Luke Zettlemoyer Hannaneh Hajishirzi ReLM 60 235 0 07 Jun 2019
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 94 588 0 18 Mar 2018
Adaptive Computation Time for Recurrent Neural Networks Alex Graves 117 549 0 29 Mar 2016
Neural Module Networks Jacob Andreas Marcus Rohrbach Trevor Darrell Dan Klein CoGe 139 1,076 0 09 Nov 2015