Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension

17 May 2018

Papers citing "Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension"

32 / 32 papers shown

Title
Sparse Graph Representations for Procedural Instructional Documents Shruti Singh Rishabh Gupta 16 0 0 06 Feb 2024
Consistent Joint Decision-Making with Heterogeneous Learning Models Hossein Rajaby Faghihi Parisa Kordjamshidi 37 2 0 06 Feb 2024
From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning Zheyuan Zhang Shane Storks Fengyuan Hu Sungryull Sohn Moontae Lee Honglak Lee Joyce Chai LRM 39 3 0 24 Oct 2023
Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals Hongru Liang Jia-Wei Liu Weihong Du dingnan jin Wenqiang Lei Zujie Wen Jiancheng Lv 16 1 0 07 Jun 2023
The Role of Semantic Parsing in Understanding Procedural Text Hossein Rajaby Faghihi Parisa Kordjamshidi C. Teng J. Allen 22 5 0 14 Feb 2023
Causal Reasoning of Entities and Events in Procedural Texts Li Zhang Hainiu Xu Yue Yang Shuyan Zhou Weiqiu You Manni Arora Chris Callison-Burch ReLM LRM 36 35 0 26 Jan 2023
EvEntS ReaLM: Event Reasoning of Entity States via Language Models Evangelia Spiliopoulou Artidoro Pagnoni Yonatan Bisk Eduard H. Hovy LRM ReLM 32 10 0 10 Nov 2022
50 Ways to Bake a Cookie: Mapping the Landscape of Procedural Texts Moran Mizrahi Dafna Shahaf DiffM 28 4 0 31 Oct 2022
CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization Hossein Rajaby Faghihi Bashar Alhafni Kecheng Zhang Shihao Ran Joel R. Tetreault A. Jaimes 24 9 0 25 Oct 2022
Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes Oren Sultan Dafna Shahaf 38 27 0 21 Oct 2022
Learning Action Conditions from Instructional Manuals for Instruction Understanding Te-Lin Wu Caiqi Zhang Qingyuan Hu Alexander Spangher Nanyun Peng 27 4 0 25 May 2022
Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative Comprehension Ying Xu Dakuo Wang Mo Yu Daniel E. Ritchie Bingsheng Yao ... Xiaojuan Ma Diyi Yang Nanyun Peng Zhou Yu M. Warschauer AI4Ed 22 97 0 26 Mar 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training Qi Shi Qian Liu Bei Chen Yu Zhang Ting Liu Jian-Guang Lou 32 9 0 20 Jan 2022
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 43 5 0 30 Nov 2021
Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding Shane Storks Qiaozi Gao Yichi Zhang J. Chai ReLM LRM 49 22 0 10 Sep 2021
General-Purpose Question-Answering with Macaw Oyvind Tafjord Peter Clark SyDa ELM MLLM 19 59 0 06 Sep 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 26 21 0 08 Jul 2021
A Neural Edge-Editing Approach for Document-Level Relation Graph Extraction Kohei Makino Makoto Miwa Yutaka Sasaki KELM 32 7 0 18 Jun 2021
From Discourse to Narrative: Knowledge Projection for Event Relation Extraction Jialong Tang Hongyu Lin M. Liao Yaojie Lu Xianpei Han Le Sun Weijian Xie Jin Xu 30 23 0 16 Jun 2021
Can Transformers Reason About Effects of Actions? Pratyay Banerjee Chitta Baral Man Luo Arindam Mitra Kuntal Kumar Pal Tran Cao Son Neeraj Varshney LRM AI4CE 24 10 0 17 Dec 2020
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers Tom Hope Aida Amini David Wadden Madeleine van Zuylen Sravanthi Parasa Eric Horvitz Daniel S. Weld Roy Schwartz Hannaneh Hajishirzi 31 29 0 08 Oct 2020
Knowledge-Aware Procedural Text Understanding with Multi-Stage Training Zhihan Zhang Xiubo Geng Tao Qin Yunfang Wu Daxin Jiang 35 22 0 28 Sep 2020
Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning Zhiyuan Fang Tejas Gokhale Pratyay Banerjee Chitta Baral Yezhou Yang 23 60 0 11 Mar 2020
Annotating and Extracting Synthesis Process of All-Solid-State Batteries from Scientific Literature Fusataka Kuniyoshi Kohei Makino Jun Ozawa Makoto Miwa 33 33 0 18 Feb 2020
QASC: A Dataset for Question Answering via Sentence Composition Tushar Khot Peter Clark Michal Guerquin Peter Alexander Jansen Ashish Sabharwal CoGe 30 319 0 25 Oct 2019
Information Extraction Tool Text2ALM: From Narratives to Action Language System Descriptions Craig R. Olson Yuliya Lierler 14 4 0 18 Sep 2019
Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text Bhavana Dalvi Niket Tandon Antoine Bosselut Wen-tau Yih Peter Clark 11 48 0 10 Sep 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang Ronan Le Bras Chandra Bhagavatula Yejin Choi AIMat RALM LRM 27 447 0 31 Aug 2019
ASER: A Large-scale Eventuality Knowledge Graph Hongming Zhang Xin Liu Haojie Pan Yangqiu Song C. Leung SLR 24 160 0 01 May 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 21 128 0 02 Apr 2019
Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension Rajarshi Das Tsendsuren Munkhdalai Xingdi Yuan Adam Trischler Andrew McCallum 28 77 0 12 Oct 2018
Simpler Context-Dependent Logical Forms via Model Projections R. Long Panupong Pasupat Percy Liang 210 101 0 16 Jun 2016