Tracking the World State with Recurrent Entity Networks

12 December 2016

Jason Weston

Papers citing "Tracking the World State with Recurrent Entity Networks"

50 / 53 papers shown

Title
FACTTRACK: Time-Aware World State Tracking in Story Outlines Zhiheng Lyu Kevin Yang Lingpeng Kong Daniel Klein KELM HILM 29 0 0 23 Jul 2024
Reusable Slotwise Mechanisms Trang Nguyen Amin Mansouri Kanika Madan Khuong N. Nguyen Kartik Ahuja Dianbo Liu Yoshua Bengio OCL 28 4 0 21 Feb 2023
EvEntS ReaLM: Event Reasoning of Entity States via Language Models Evangelia Spiliopoulou Artidoro Pagnoni Yonatan Bisk Eduard H. Hovy LRM ReLM 35 10 0 10 Nov 2022
Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs Maarten Sap Ronan Le Bras Daniel Fried Yejin Choi 27 210 0 24 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
Towards End-to-End Open Conversational Machine Reading Sizhe Zhou Siru Ouyang Zhuosheng Zhang AI Institute LRM 29 2 0 13 Oct 2022
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning Aniket Didolkar Kshitij Gupta Anirudh Goyal Nitesh B. Gundavarapu Alex Lamb Nan Rosemary Ke Yoshua Bengio AI4CE 121 17 0 30 May 2022
Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity Thomas Limbacher Ozan Özdenizci Robert Legenstein 21 2 0 23 May 2022
Dynamic and Context-Dependent Stock Price Prediction Using Attention Modules and News Sentiment Nicole Koenigstein AIFin 27 1 0 13 Mar 2022
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots Wenting Zhao Ye Liu Yao Wan Philip S. Yu 28 11 0 01 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
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief Nora Kassner Oyvind Tafjord Hinrich Schütze Peter Clark KELM LRM 245 64 0 29 Sep 2021
General-Purpose Question-Answering with Macaw Oyvind Tafjord Peter Clark SyDa ELM MLLM 30 59 0 06 Sep 2021
Integrating Dialog History into End-to-End Spoken Language Understanding Systems Jatin Ganhotra Samuel Thomas H. Kuo Sachindra Joshi G. Saon Zoltán Tüske Brian Kingsbury 30 10 0 18 Aug 2021
What Context Features Can Transformer Language Models Use? J. O'Connor Jacob Andreas KELM 29 75 0 15 Jun 2021
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations Haitian Sun Pat Verga Bhuwan Dhingra Ruslan Salakhutdinov William W. Cohen LRM 39 26 0 14 Feb 2021
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
S2RMs: Spatially Structured Recurrent Modules Nasim Rahaman Anirudh Goyal Muhammad Waleed Gondal M. Wuthrich Stefan Bauer Yash Sharma Yoshua Bengio Bernhard Schölkopf 21 14 0 13 Jul 2020
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge Pat Verga Haitian Sun Livio Baldini Soares William W. Cohen KELM 35 50 0 02 Jul 2020
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Stephen Roller Y-Lan Boureau Jason Weston Antoine Bordes Emily Dinan ... Kurt Shuster Eric Michael Smith Arthur Szlam Jack Urbanek Mary Williamson LLMAG AI4CE 28 51 0 22 Jun 2020
Modeling Label Semantics for Predicting Emotional Reactions Radhika Gaonkar Heeyoung Kwon Mohaddeseh Bastan Niranjan Balasubramanian Nathanael Chambers 23 29 0 09 Jun 2020
PeTra: A Sparsely Supervised Memory Model for People Tracking Shubham Toshniwal Allyson Ettinger Kevin Gimpel Karen Livescu 22 8 0 06 May 2020
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence G. Marcus VLM 32 355 0 14 Feb 2020
Dialogue history integration into end-to-end signal-to-concept spoken language understanding systems N. Tomashenko C. Raymond Antoine Caubrière R. Mori Yannick Esteve 36 15 0 14 Feb 2020
Self-Attentive Associative Memory Hung Le T. Tran Svetha Venkatesh 22 56 0 10 Feb 2020
MEMO: A Deep Network for Flexible Combination of Episodic Memories Andrea Banino Adria Puigdomenech Badia Raphael Köster Martin Chadwick V. Zambaldi Demis Hassabis Caswell Barry M. Botvinick D. Kumaran Charles Blundell KELM 26 33 0 29 Jan 2020
Improving Pre-Trained Multilingual Models with Vocabulary Expansion Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu 30 41 0 26 Sep 2019
Task-Oriented Conversation Generation Using Heterogeneous Memory Networks Zehao Lin Xinjing Huang Feng Ji Haiqing Chen Yin Zhang 40 19 0 25 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 18 48 0 10 Sep 2019
SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection Jiahuan Pei Arent Stienstra Julia Kiseleva Maarten de Rijke 27 6 0 16 Jun 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
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence Chi Sun Luyao Huang Xipeng Qiu 33 603 0 22 Mar 2019
The Referential Reader: A Recurrent Entity Network for Anaphora Resolution Fei Liu Luke Zettlemoyer Jacob Eisenstein 40 16 0 05 Feb 2019
DEMN: Distilled-Exposition Enhanced Matching Network for Story Comprehension Chunhua Liu Haiou Zhang Shan Jiang Dong Yu 27 2 0 08 Jan 2019
Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension Rajarshi Das Tsendsuren Munkhdalai Xingdi Yuan Adam Trischler Andrew McCallum 39 77 0 12 Oct 2018
Ontology Reasoning with Deep Neural Networks Patrick Hohenecker Thomas Lukasiewicz NAI 27 81 0 24 Aug 2018
Universal Transformers Mostafa Dehghani Stephan Gouws Oriol Vinyals Jakob Uszkoreit Lukasz Kaiser 37 743 0 10 Jul 2018
Relational recurrent neural networks Adam Santoro Ryan Faulkner David Raposo Jack W. Rae Mike Chrzanowski T. Weber Daan Wierstra Oriol Vinyals Razvan Pascanu Timothy Lillicrap GNN 30 209 0 05 Jun 2018
Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension Bhavana Dalvi Lifu Huang Niket Tandon Wen-tau Yih Peter Clark AI4TS 24 134 0 17 May 2018
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis Fei Liu Trevor Cohn Timothy Baldwin 28 50 0 30 Apr 2018
Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading Martin Raison Pierre-Emmanuel Mazaré Rajarshi Das Antoine Bordes RALM 28 19 0 27 Apr 2018
Attentive Memory Networks: Efficient Machine Reading for Conversational Search Tom Kenter Maarten de Rijke 20 32 0 19 Dec 2017
Recurrent Relational Networks Rasmus Berg Palm Ulrich Paquet Ole Winther GNN ReLM NAI 44 139 0 21 Nov 2017
Dynamic Entity Representations in Neural Language Models Yangfeng Ji Chenhao Tan Sebastian Martschat Yejin Choi Noah A. Smith 32 91 0 02 Aug 2017
Question-Answering with Grammatically-Interpretable Representations Hamid Palangi P. Smolensky Xiaodong He Li Deng 24 53 0 23 May 2017
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings He He Anusha Balakrishnan Mihail Eric Percy Liang 34 200 0 24 Apr 2017
Linguistic Knowledge as Memory for Recurrent Neural Networks Bhuwan Dhingra Zhilin Yang William W. Cohen Ruslan Salakhutdinov RALM 30 37 0 07 Mar 2017
End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks Min-Je Choi S. Jeong Hakjoo Oh Jaegul Choo 36 65 0 07 Mar 2017
A Comparative Study of Word Embeddings for Reading Comprehension Bhuwan Dhingra Hanxiao Liu Ruslan Salakhutdinov William W. Cohen 25 40 0 02 Mar 2017