Time-Aware Language Models as Temporal Knowledge Bases

29 June 2021

Bhuwan Dhingra

Jeremy R. Cole

Julian Martin Eisenschlos

Papers citing "Time-Aware Language Models as Temporal Knowledge Bases"

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Title
Conflicts in Texts: Data, Implications and Challenges Siyi Liu Dan Roth 99 0 0 28 Apr 2025
Understanding Machine Unlearning Through the Lens of Mode Connectivity Jiali Cheng Hadi Amiri MU 96 0 0 08 Apr 2025
Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models Adrián Bazaga Rexhina Blloshmi Bill Byrne Adria de Gispert ReLM LRM 25 0 0 07 Apr 2025
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness Dongzhuoran Zhou Yuqicheng Zhu Yuan He Jiaoyan Chen Evgeny Kharlamov Steffen Staab RALM 49 0 0 07 Apr 2025
Pretraining Language Models for Diachronic Linguistic Change Discovery Elisabeth Fittschen Sabrina Li Tom Lippincott Leshem Choshen Craig Messner 26 0 0 07 Apr 2025
Leveraging LLM For Synchronizing Information Across Multilingual Tables Siddharth Khincha Tushar Kataria Ankita Anand Dan Roth Vivek Gupta 49 0 0 03 Apr 2025
TransientTables: Evaluating LLMs' Reasoning on Temporally Evolving Semi-structured Tables Abhilash Shankarampeta Harsh Mahajan Tushar Kataria Dan Roth Vivek Gupta LMTD ReLM LRM 51 0 0 02 Apr 2025
TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining Jeffrey Li Mohammadreza Armandpour Iman Mirzadeh Sachin Mehta Vaishaal Shankar ... Samy Bengio Oncel Tuzel Mehrdad Farajtabar Hadi Pouransari Fartash Faghri CLL KELM 59 0 0 02 Apr 2025
GeoRAG: A Question-Answering Approach from a Geographical Perspective Jian Wang Zhuo Zhao Z. Wang Bo Da Cheng Lei Nie Wen Luo Zhao Yuan Yu Ling Wang Yuan 34 0 0 02 Apr 2025
A Study into Investigating Temporal Robustness of LLMs Jonas Wallat Abdelrahman Abdallah Adam Jatowt Avishek Anand 42 0 0 21 Mar 2025
KG-IRAG: A Knowledge Graph-Based Iterative Retrieval-Augmented Generation Framework for Temporal Reasoning Ruiyi Yang Hao Xue Imran Razzak Hakim Hacid Flora D. Salim RALM 86 0 0 18 Mar 2025
CrowdSelect: Synthetic Instruction Data Selection with Multi-LLM Wisdom Yisen Li Lingfeng Yang Wenxuan Shen Pan Zhou Yao Wan Weiwei Lin D. Z. Chen 67 0 0 03 Mar 2025
BIG-Bench Extra Hard Mehran Kazemi Bahare Fatemi Hritik Bansal John Palowitch Chrysovalantis Anastasiou ... Kate Olszewska Yi Tay Vinh Q. Tran Quoc V. Le Orhan Firat ELM LRM 117 5 0 26 Feb 2025
Benchmarking Temporal Reasoning and Alignment Across Chinese Dynasties Zhenglin Wang Jialong Wu Pengfei Li Yong-feng Jiang Deyu Zhou 31 0 0 24 Feb 2025
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning Ercong Nie Bo Shao Zifeng Ding Mingyang Wang Helmut Schmid Hinrich Schütze KELM 129 7 0 21 Feb 2025
Reliability Across Parametric and External Knowledge: Understanding Knowledge Handling in LLMs Youna Kim Minjoon Choi Sungmin Cho Hyuhng Joon Kim Sang-goo Lee Taeuk Kim KELM 56 0 0 20 Feb 2025
MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents Wanqi Yang Y. Li Meng Fang L. Chen 59 1 0 09 Feb 2025
LLMs as Repositories of Factual Knowledge: Limitations and Solutions Seyed Mahed Mousavi Simone Alghisi Giuseppe Riccardi KELM 47 0 0 22 Jan 2025
Episodic Memories Generation and Evaluation Benchmark for Large Language Models Alexis Huet Zied Ben-Houidi Dario Rossi LLMAG 54 0 0 21 Jan 2025
ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events Duygu Sezen Islakoglu Jan-Christoph Kalo 28 2 0 06 Jan 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks Shengbin Yue Siyuan Wang Wei Chen Xuanjing Huang Zhongyu Wei LLMAG 69 9 0 03 Jan 2025
Real-time Fake News from Adversarial Feedback Sanxing Chen Yukun Huang Bhuwan Dhingra 39 0 0 31 Dec 2024
EvoWiki: Evaluating LLMs on Evolving Knowledge Wei Tang Yixin Cao Yang Deng Jiahao Ying Bo Wang ... Yuyue Zhao Qi Zhang Xuanjing Huang Yugang Jiang Yong Liao KELM 63 1 0 18 Dec 2024
Do Language Models Understand Time? Xi Ding Lei Wang 173 0 0 18 Dec 2024
RAG-based Question Answering over Heterogeneous Data and Text Philipp Christmann G. Weikum LMTD RALM 80 3 0 10 Dec 2024
What can LLM tell us about cities? Zhuoheng Li Yaochen Wang Zhixue Song Yuqi Huang Rui Bao Guanjie Zheng Z. Li 62 3 0 25 Nov 2024
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling Daehoon Gwak Junwoo Park Minho Park C. Park Hyunchan Lee E. Choi Jaegul Choo 64 0 0 21 Nov 2024
Gradient Localization Improves Lifelong Pretraining of Language Models Jared Fernandez Yonatan Bisk Emma Strubell KELM 31 1 0 07 Nov 2024
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li Siqi Miao Pan Li RALM 30 7 0 28 Oct 2024
Who's Who: Large Language Models Meet Knowledge Conflicts in Practice Quang Hieu Pham Hoang Ngo Anh Tuan Luu Dat Quoc Nguyen RALM HILM 19 4 0 21 Oct 2024
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG Jinyoung Kim Dayoon Ko Gunhee Kim 23 1 0 15 Oct 2024
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering Zhongwu Chen Chengjin Xu Dingmin Wang Zhen Huang Yong Dou Xuhui Jiang Jian Guo RALM 123 1 0 15 Oct 2024
Balancing Continuous Pre-Training and Instruction Fine-Tuning: Optimizing Instruction-Following in LLMs Ishan Jindal Chandana Badrinath Pranjal Bharti Lakkidi Vinay Sachin Dev Sharma CLL ALM 26 2 0 14 Oct 2024
Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? Gabriel Roccabruna Massimo Rizzoli Giuseppe Riccardi 23 1 0 14 Oct 2024
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains Yein Park Chanwoong Yoon Jungwoo Park Donghyeon Lee Minbyul Jeong Jaewoo Kang KELM 56 1 0 13 Oct 2024
Temporal Image Caption Retrieval Competition -- Description and Results Jakub Pokrywka Piotr Wierzchoñ Kornel Weryszko Krzysztof Jassem 47 0 0 08 Oct 2024
RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning Zihao Zhao Yuchen Yang Yijiang Li Yinzhi Cao LRM KELM 27 1 0 04 Oct 2024
Grounding Large Language Models In Embodied Environment With Imperfect World Models Haolan Liu Jishen Zhao LLMAG SyDa AI4CE 28 0 0 03 Oct 2024
Defining Knowledge: Bridging Epistemology and Large Language Models Constanza Fierro Ruchira Dhar Filippos Stamatiou Nicolas Garneau Anders Søgaard KELM 23 4 0 03 Oct 2024
BeanCounter: A low-toxicity, large-scale, and open dataset of business-oriented text Siyan Wang Bradford Levy 24 2 0 26 Sep 2024
Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering Wanqi Yang Yanda Li Meng Fang Ling Chen 19 3 0 25 Sep 2024
Temporally Consistent Factuality Probing for Large Language Models Ashutosh Bajpai Aaryan Goyal Atif Anwer Tanmoy Chakraborty HILM 15 0 0 21 Sep 2024
Time Awareness in Large Language Models: Benchmarking Fact Recall Across Time David Herel Vojtech Bartek Jiri Jirak Tomáš Mikolov 42 2 0 20 Sep 2024
Towards understanding evolution of science through language model series Junjie Dong Zhuoqi Lyu Qing Ke AI4TS 28 0 0 15 Sep 2024
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal 75 5 0 11 Sep 2024
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering Jiuheng Lin Yuxuan Lai Yansong Feng LRM 19 0 0 10 Aug 2024
FACTTRACK: Time-Aware World State Tracking in Story Outlines Zhiheng Lyu Kevin Yang Lingpeng Kong Daniel Klein KELM HILM 22 0 0 23 Jul 2024
Enhancing Temporal Understanding in LLMs for Semi-structured Tables Irwin Deng Kushagra Dixit Vivek Gupta Dan Roth LMTD 24 2 0 22 Jul 2024
Continual Learning for Temporal-Sensitive Question Answering Wanqi Yang Yunqiu Xu Yanda Li Kunze Wang Binbin Huang Ling-Hao Chen CLL 24 3 0 17 Jul 2024
UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs' Memorization Md Nayem Uddin Amir Saeidi Divij Handa Agastya Seth Tran Cao Son Eduardo Blanco Steven Corman Chitta Baral 27 1 0 03 Jul 2024