Title
Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications Guangxin Su Hanchen Wang Jianwei Wang Wenjie Zhang Ying Zhang Jian Pei 100 0 0 24 Oct 2025
Efficient Graph Understanding with LLMs via Structured Context Injection Govind V Waghmare Sumedh BG Sonia Gupta Srikanta Bedathur 20 0 0 31 Aug 2025
CoEx -- Co-evolving World-model and Exploration Minsoo Kim S. Hwang LLMAG 53 0 0 29 Jul 2025
Monte Carlo Planning with Large Language Model for Text-Based Game AgentsInternational Conference on Learning Representations (ICLR), 2025 Zijing Shi Meng Fang Ling Chen LLMAG LM&Ro 123 5 0 23 Apr 2025
On the Connection Between Diffusion Models and Molecular Dynamics Liam Harcombe Timothy T. Duignan DiffM 209 0 0 04 Apr 2025
GraphThought: Graph Combinatorial Optimization with Thought Generation Zixiao Huang Lifeng Guo Wenhao Li Junjie Sheng Chuyun Shen Haosheng Chen Bo Jin Changhong Lu Xiangfeng Wang LRM AI4CE 131 4 0 17 Feb 2025
Can Language Models Enable In-Context Database? Yu Pan Hongfeng Yu Tianjiao Zhao Jianxin Sun KELM SyDa LMTD 102 0 0 04 Nov 2024
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin Nikita Semenov Artyom Sorokin Dmitry Evseev Andrey Kravchenko Mikhail Burtsev Evgeny Burnaev LLMAG RALM KELM 296 26 0 05 Jul 2024
Can Language Models Serve as Text-Based World Simulators? Ruoyao Wang Graham Todd Ziang Xiao Xingdi Yuan Marc-Alexandre Côté Peter Clark Peter Alexander Jansen LLMAG 134 29 0 10 Jun 2024
A Mixture-of-Experts Approach to Few-Shot Task Transfer in Open-Ended Text Worlds Christopher Cui Xiangyu Peng Mark O. Riedl LLMAG OffRL MoE 165 1 0 09 May 2024
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning Kinjal Basu K. Murugesan Subhajit Chaudhury Murray Campbell Kartik Talamadupula Tim Klinger LLMAG OffRL 121 5 0 15 Mar 2024
Can LLMs perform structured graph reasoning? Palaash Agrawal Shavak Vasania Cheston Tan LRM 99 6 0 02 Feb 2024
Constructing Temporal Dynamic Knowledge Graphs from Interactive Text-based Games Keunwoo Peter Yu AI4CE 144 1 0 03 Nov 2023
Recognizing Unseen States of Unknown Objects by Leveraging Knowledge GraphsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Filipos Gouidis K. Papoutsakis Theodore Patkos Antonis Argyros Dimitris Plexousakis 143 1 0 22 Jul 2023
ScriptWorld: Text Based Environment For Learning Procedural KnowledgeInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Abhinav Joshi A. Ahmad Umang Pandey Ashutosh Modi 95 7 0 08 Jul 2023
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Subhajit Chaudhury Sarathkrishna Swaminathan Daiki Kimura Prithviraj Sen K. Murugesan ... Michiaki Tatsubori Achille Fokoue Pavan Kapanipathi Asim Munawar Alexander G. Gray NAI 96 8 0 05 Jul 2023
Minding Language Models' (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief TrackerAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Melanie Sclar Sachin Kumar Peter West Alane Suhr Yejin Choi Yulia Tsvetkov 183 100 0 01 Jun 2023
Introspective Tips: Large Language Model for In-Context Decision Making Liting Chen Lu Wang Hang Dong Yali Du Jie Yan ... Lu Wang Si Qin Saravan Rajmohan Qingwei Lin Dongmei Zhang LLMAG LRM 140 33 0 19 May 2023
Can Language Models Solve Graph Problems in Natural Language?Neural Information Processing Systems (NeurIPS), 2023 Heng Wang Shangbin Feng Tianxing He Zhaoxuan Tan Xiaochuang Han Yulia Tsvetkov ReLM LRM 187 270 0 17 May 2023
Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI BenchmarkInternational Conference on Machine Learning (ICML), 2023 Alexander Pan Chan Jun Shern Andy Zou Nathaniel Li Steven Basart Thomas Woodside Jonathan Ng Hanlin Zhang Scott Emmons Dan Hendrycks 363 157 0 06 Apr 2023
On Transforming Reinforcement Learning by Transformer: The Development TrajectoryIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Shengchao Hu Li Shen Ya Zhang Yixin Chen Dacheng Tao OffRL 192 47 0 29 Dec 2022
DiffG-RL: Leveraging Difference between State and Common Sense Tsunehiko Tanaka Daiki Kimura Michiaki Tatsubori 99 0 0 29 Nov 2022
Learning to Follow Instructions in Text-Based GamesNeural Information Processing Systems (NeurIPS), 2022 Mathieu Tuli Andrew C. Li Pashootan Vaezipoor Toryn Q. Klassen Scott Sanner Sheila A. McIlraith 124 16 0 08 Nov 2022
Discrete Factorial Representations as an Abstraction for Goal Conditioned Reinforcement Learning Riashat Islam Hongyu Zang Anirudh Goyal Alex Lamb Kenji Kawaguchi Xin-hui Li Romain Laroche Yoshua Bengio Rémi Tachet des Combes OffRL AI4CE 171 11 0 01 Nov 2022
Behavior Cloned Transformers are Neurosymbolic ReasonersConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu 141 13 0 13 Oct 2022
An Analysis of Deep Reinforcement Learning Agents for Text-based Games Chen Chen Yue Dai Josiah Poon Caren Han LLMAG 89 2 0 09 Sep 2022
Asking for Knowledge: Training RL Agents to Query External Knowledge Using LanguageInternational Conference on Machine Learning (ICML), 2022 Iou-Jen Liu Xingdi Yuan Marc-Alexandre Côté Pierre-Yves Oudeyer Alex Schwing RALM 147 13 0 12 May 2022
Aligning to Social Norms and Values in Interactive NarrativesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Prithviraj Ammanabrolu Liwei Jiang Maarten Sap Hannaneh Hajishirzi Yejin Choi AI4CE 164 52 0 04 May 2022
Perceiving the World: Question-guided Reinforcement Learning for Text-based GamesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yunqiu Xu Meng Fang Ling Chen Yali Du Qiufeng Wang Chengqi Zhang OffRL 131 22 0 20 Mar 2022
Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning Tongzhou Mu Kaixiang Lin Fei Niu Govind Thattai OffRL 165 1 0 21 Jan 2022
Building Human-like Communicative Intelligence: A Grounded PerspectiveCognitive Systems Research (CSR), 2021 M. Dubova 117 13 0 02 Jan 2022
Inherently Explainable Reinforcement Learning in Natural Language Xiangyu Peng Mark O. Riedl Prithviraj Ammanabrolu LRM 178 24 0 16 Dec 2021
What Would Jiminy Cricket Do? Towards Agents That Behave Morally Dan Hendrycks Mantas Mazeika Andy Zou Sahil Patel Christine Zhu Jesus Navarro Basel Alomair Yue Liu Jacob Steinhardt 163 71 0 25 Oct 2021
LOA: Logical Optimal Actions for Text-based Interaction GamesAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Daiki Kimura Subhajit Chaudhury Masaki Ono Michiaki Tatsubori Don Joven Agravante Asim Munawar Akifumi Wachi Ryosuke Kohita Alexander G. Gray LM&Ro AI4CE 86 9 0 21 Oct 2021
Neuro-Symbolic Reinforcement Learning with First-Order LogicConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Daiki Kimura Masaki Ono Subhajit Chaudhury Ryosuke Kohita Akifumi Wachi Don Joven Agravante Michiaki Tatsubori Asim Munawar Alexander G. Gray NAI 149 41 0 21 Oct 2021
Situated Dialogue Learning through Procedural Environment Generation Prithviraj Ammanabrolu Renee Jia Mark O. Riedl 249 14 0 07 Oct 2021
Generalization in Text-based Games via Hierarchical Reinforcement Learning Yunqiu Xu Meng Fang Ling Chen Yali Du Chengqi Zhang AI4CE 125 22 0 21 Sep 2021
A Survey of Text Games for Reinforcement Learning informed by Natural Language P. Osborne Heido Nomm André Freitas AI4CE 162 31 0 20 Sep 2021
Interactive Machine Comprehension with Dynamic Knowledge GraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Xingdi Yuan 149 3 0 31 Aug 2021
How to Query Language Models? Leonard Adolphs Shehzaad Dhuliawala Thomas Hofmann KELM 146 17 0 04 Aug 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 138 25 0 08 Jul 2021
Learning Knowledge Graph-based World Models of Textual EnvironmentsNeural Information Processing Systems (NeurIPS), 2021 Prithviraj Ammanabrolu Mark O. Riedl 3DV 183 38 0 17 Jun 2021
Modeling Worlds in Text Prithviraj Ammanabrolu Mark O. Riedl VGen LM&Ro 87 15 0 17 Jun 2021
Towards Socially Intelligent Agents with Mental State Transition and Human UtilitySIGDIAL Conferences (SIGDIAL), 2021 Liang Qiu Yizhou Zhao Yuan Liang Pan Lu Weiyan Shi Zhou Yu Song-Chun Zhu LLMAG 216 18 0 12 Mar 2021
Process-Level Representation of Scientific Protocols with Interactive AnnotationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Ronen Tamari Fan Bai Alan Ritter Gabriel Stanovsky 169 19 0 25 Jan 2021
VisualHints: A Visual-Lingual Environment for Multimodal Reinforcement Learning Thomas Carta Subhajit Chaudhury Kartik Talamadupula Michiaki Tatsubori 68 3 0 26 Oct 2020
XLVIN: eXecuted Latent Value Iteration Nets Andreea Deac Petar Velivcković Ognjen Milinković Pierre-Luc Bacon Jian Tang Mladen Nikolic 95 20 0 25 Oct 2020
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines K. Murugesan Mattia Atzeni Pavan Kapanipathi Pushkar Shukla Yara Rizk Gerald Tesauro Kartik Talamadupula Mrinmaya Sachan Murray Campbell LM&Ro LLMAG OffRL 139 59 0 08 Oct 2020
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 303 577 0 08 Oct 2020
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Xiaoxiao Guo Mo Yu Yupeng Gao Chuang Gan Murray Campbell Shiyu Chang 86 34 0 05 Oct 2020