Dynamic Entity Representations in Neural Language Models

2 August 2017

Yejin Choi

Papers citing "Dynamic Entity Representations in Neural Language Models"

50 / 55 papers shown

Title
Stick to Facts: Towards Fidelity-oriented Product Description Generation Zhangming Chan Xiuying Chen Yongliang Wang J. Li Qing Cui Kun Gai Dongyan Zhao Rui Yan 77 23 0 11 Mar 2025
Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased? Vagrant Gautam Eileen Bingert D. Zhu Anne Lauscher Dietrich Klakow 45 8 0 04 Apr 2024
Weakly Supervised Reasoning by Neuro-Symbolic Approaches Xianggen Liu Zhengdong Lu Lili Mou LRM NAI 40 4 0 19 Sep 2023
A Data Source for Reasoning Embodied Agents Jack Lanchantin Sainbayar Sukhbaatar Gabriel Synnaeve Yuxuan Sun Kavya Srinet Arthur Szlam LM&Ro LRM 25 5 0 14 Sep 2023
Entity Tracking in Language Models Najoung Kim Sebastian Schuster 55 16 0 03 May 2023
Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs Maarten Sap Ronan Le Bras Daniel Fried Yejin Choi 27 209 0 24 Oct 2022
A Benchmark for Understanding and Generating Dialogue between Characters in Stories Jianzhu Yao Ziqi Liu Jian Guan Minlie Huang 29 1 0 18 Sep 2022
Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework Jian Guan Zhenyu Yang Rongsheng Zhang Zhipeng Hu Minlie Huang 26 9 0 08 Aug 2022
Persona-Guided Planning for Controlling the Protagonist's Persona in Story Generation Zhexin Zhang Jiaxin Wen Jian Guan Minlie Huang 25 25 0 22 Apr 2022
Towards Coherent and Consistent Use of Entities in Narrative Generation Pinelopi Papalampidi Kris Cao Tomás Kociský HILM 22 12 0 03 Feb 2022
Relational Memory Augmented Language Models Qi Liu Dani Yogatama Phil Blunsom KELM RALM 67 32 0 24 Jan 2022
Does Entity Abstraction Help Generative Transformers Reason? Nicolas Angelard-Gontier Siva Reddy C. Pal 34 5 0 05 Jan 2022
Measuring Context-Word Biases in Lexical Semantic Datasets Qianchu Liu Diana McCarthy Anna Korhonen 31 2 0 13 Dec 2021
CoreLM: Coreference-aware Language Model Fine-Tuning Nikolaos Stylianou I. Vlahavas 14 2 0 04 Nov 2021
Modeling Human Mental States with an Entity-based Narrative Graph I-Ta Lee Maria Leonor Pacheco Dan Goldwasser 17 4 0 14 Apr 2021
Paired Examples as Indirect Supervision in Latent Decision Models Nitish Gupta Sameer Singh Matt Gardner Dan Roth 23 7 0 05 Apr 2021
Changing the Narrative Perspective: From Deictic to Anaphoric Point of View Mike Chen Razvan Bunescu 34 6 0 06 Mar 2021
Automatic Story Generation: Challenges and Attempts Amal Alabdulkarim Siyan Li Xiangyu Peng 25 49 0 25 Feb 2021
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction Benfeng Xu Quan Wang Yajuan Lyu Yong Zhu Zhendong Mao 27 166 0 20 Feb 2021
E.T.: Entity-Transformers. Coreference augmented Neural Language Model for richer mention representations via Entity-Transformer blocks Nikolaos Stylianou I. Vlahavas 14 3 0 10 Nov 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 12 2 0 28 Aug 2020
PeTra: A Sparsely Supervised Memory Model for People Tracking Shubham Toshniwal Allyson Ettinger Kevin Gimpel Karen Livescu 22 8 0 06 May 2020
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation Jian Guan Fei Huang Zhihao Zhao Xiaoyan Zhu Minlie Huang LRM SyDa 21 242 0 15 Jan 2020
A Survey on Document-level Neural Machine Translation: Methods and Evaluation Sameen Maruf Fahimeh Saleh Gholamreza Haffari AI4TS 25 23 0 18 Dec 2019
A Neural Entity Coreference Resolution Review Nikolaos Stylianou I. Vlahavas 24 38 0 21 Oct 2019
Improving Pre-Trained Multilingual Models with Vocabulary Expansion Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu 30 40 0 26 Sep 2019
Learning Dense Representations for Entity Retrieval D. Gillick Sayali Kulkarni L. Lansing Alessandro Presta Jason Baldridge Eugene Ie Diego Garcia-Olano RALM 28 201 0 23 Sep 2019
Procedural Reasoning Networks for Understanding Multimodal Procedures Mustafa Sercan Amac Semih Yagcioglu Aykut Erdem Erkut Erdem 22 13 0 19 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 234 656 0 09 Sep 2019
Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances Marco Maggini G. Marra S. Melacci Andrea Zugarini 6 12 0 06 Sep 2019
Effective Use of Transformer Networks for Entity Tracking Aditya Gupta Greg Durrett 22 20 0 05 Sep 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations Mingda Chen Zewei Chu Yang Chen K. Stratos Kevin Gimpel 19 12 0 31 Aug 2019
Latent Relation Language Models Hiroaki Hayashi Zecong Hu Chenyan Xiong Graham Neubig KELM 21 42 0 21 Aug 2019
Learning to Select, Track, and Generate for Data-to-Text Hayate Iso Yui Uehara Tatsuya Ishigaki Hiroshi Noji Eiji Aramaki Ichiro Kobayashi Yusuke Miyao Naoaki Okazaki Hiroya Takamura 24 49 0 23 Jul 2019
Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling IV RobertL.Logan Nelson F. Liu Matthew E. Peters Matt Gardner Sameer Singh RALM 25 186 0 17 Jun 2019
Data-to-text Generation with Entity Modeling Ratish Puduppully Li Dong Mirella Lapata 8 116 0 07 Jun 2019
Tracking Discrete and Continuous Entity State for Process Understanding Aditya Gupta Greg Durrett 19 35 0 06 Apr 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 52 718 0 21 Mar 2019
The Referential Reader: A Recurrent Entity Network for Anaphora Resolution Fei Liu Luke Zettlemoyer Jacob Eisenstein 40 16 0 05 Feb 2019
Strategies for Structuring Story Generation Angela Fan M. Lewis Yann N. Dauphin 24 211 0 04 Feb 2019
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks Victor Sanh Thomas Wolf Sebastian Ruder 11 233 0 14 Nov 2018
Story Ending Generation with Incremental Encoding and Commonsense Knowledge Jian Guan Yansen Wang Minlie Huang LRM 24 161 0 30 Aug 2018
Question Answering by Reasoning Across Documents with Graph Convolutional Networks Nicola De Cao Wilker Aziz Ivan Titov BDL RALM GNN 27 224 0 29 Aug 2018
End-to-End Neural Entity Linking N. Kolitsas O. Ganea Thomas Hofmann 13 261 0 23 Aug 2018
GLoMo: Unsupervisedly Learned Relational Graphs as Transferable Representations Zhilin Yang J. Zhao Bhuwan Dhingra Kaiming He William W. Cohen Ruslan Salakhutdinov Yann LeCun 19 36 0 14 Jun 2018
Context-Aware Neural Machine Translation Learns Anaphora Resolution Elena Voita P. Serdyukov Rico Sennrich Ivan Titov 15 293 0 25 May 2018
Modeling Naive Psychology of Characters in Simple Commonsense Stories Hannah Rashkin Antoine Bosselut Maarten Sap Kevin Knight Yejin Choi 12 103 0 16 May 2018
Building Language Models for Text with Named Entities Md. Rizwan Parvez Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 21 41 0 13 May 2018
Neural Models for Reasoning over Multiple Mentions using Coreference Bhuwan Dhingra Qiao Jin Zhilin Yang William W. Cohen Ruslan Salakhutdinov GNN LRM 6 104 0 16 Apr 2018
Entity-Aware Language Model as an Unsupervised Reranker Mohammad Sadegh Rasooli S. Parthasarathy 13 0 0 12 Mar 2018