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Can Transformers Reason About Effects of Actions?

Can Transformers Reason About Effects of Actions?

17 December 2020
Pratyay Banerjee
Chitta Baral
Man Luo
Arindam Mitra
Kuntal Kumar Pal
Tran Cao Son
Neeraj Varshney
    LRMAI4CE
ArXiv (abs)PDFHTML

Papers citing "Can Transformers Reason About Effects of Actions?"

8 / 8 papers shown
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation
Text2World: Benchmarking Large Language Models for Symbolic World Model GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Mengkang Hu
Tianxing Chen
Yude Zou
Yuheng Lei
Qiguang Chen
Ming Li
Yao Mu
Haoyang Zhang
Wenqi Shao
Ping Luo
LLMAG
526
14
0
18 Feb 2025
Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical
  Reasoning Capabilities of Language Models
Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models
Man Luo
Shrinidhi Kumbhar
Ming shen
Mihir Parmar
Neeraj Varshney
Pratyay Banerjee
Somak Aditya
Chitta Baral
ReLMELMLRM
527
47
0
02 Oct 2023
MDDial: A Multi-turn Differential Diagnosis Dialogue Dataset with
  Reliability Evaluation
MDDial: A Multi-turn Differential Diagnosis Dialogue Dataset with Reliability Evaluation
Srija Macherla
Man Luo
Mihir Parmar
Chitta Baral
329
10
0
16 Aug 2023
Leveraging Pre-trained Large Language Models to Construct and Utilize
  World Models for Model-based Task Planning
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task PlanningNeural Information Processing Systems (NeurIPS), 2023
L. Guan
Kaya Stechly
S. Sreedharan
Subbarao Kambhampati
LLMAG
434
281
0
24 May 2023
Learning Action-Effect Dynamics for Hypothetical Vision-Language
  Reasoning Task
Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning TaskConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Shailaja Keyur Sampat
Pratyay Banerjee
Yezhou Yang
Chitta Baral
255
2
0
07 Dec 2022
Learning Action-Effect Dynamics from Pairs of Scene-graphs
Learning Action-Effect Dynamics from Pairs of Scene-graphs
Shailaja Keyur Sampat
Pratyay Banerjee
Yezhou Yang
Chitta Baral
GNN
146
0
0
07 Dec 2022
"John is 50 years old, can his son be 65?" Evaluating NLP Models'
  Understanding of Feasibility
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of FeasibilityConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Himanshu Gupta
Neeraj Varshney
Swaroop Mishra
Kuntal Kumar Pal
Saurabh Arjun Sawant
Kevin Scaria
Siddharth Goyal
Chitta Baral
ELM
286
16
0
14 Oct 2022
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic
  benchmarking
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking
Ronen Tamari
Kyle Richardson
Aviad Sar-Shalom
Noam Kahlon
Nelson F. Liu
Reut Tsarfaty
Dafna Shahaf
384
6
0
30 Nov 2021
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