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
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models Paul Youssef Osman Alperen Koracs Meijie Li Jorg Schlotterer Christin Seifert KELM 24 16 0 25 Oct 2023
EpiK-Eval: Evaluation for Language Models as Epistemic Models Gabriele Prato Jerry Huang Prasannna Parthasarathi Shagun Sodhani Sarath Chandar ELM 30 4 0 23 Oct 2023
$Once Upon a $\textit{Time}$ in $\textit{Graph}$: Relative-Time Pretraining for Complex Temporal Reasoning$ Once Upon a $\textit{Time}$ in $\textit{Graph}$ : Relative-Time Pretraining for Complex Temporal Reasoning Sen Yang Xin Li Li Bing Wai Lam AI4CE 21 9 0 23 Oct 2023
$$\textit{Swap and Predict}$ -- Predicting the Semantic Changes in Words across Corpora by Context Swapping$ $\textit{Swap and Predict}$ -- Predicting the Semantic Changes in Words across Corpora by Context Swapping Taichi Aida Danushka Bollegala 21 4 0 16 Oct 2023
KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models Yuyang Bai Shangbin Feng Vidhisha Balachandran Zhaoxuan Tan Shiqi Lou Tianxing He Yulia Tsvetkov ELM 40 2 0 15 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 17 21 0 11 Oct 2023
GeoLLM: Extracting Geospatial Knowledge from Large Language Models Rohin Manvi Samar Khanna Gengchen Mai Marshall Burke David B. Lobell Stefano Ermon 15 42 0 10 Oct 2023
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Sai Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 20 8 0 07 Oct 2023
Language Models as Knowledge Bases for Visual Word Sense Disambiguation Anastasia Kritharoula Maria Lymperaiou Giorgos Stamou 13 2 0 03 Oct 2023
Making Retrieval-Augmented Language Models Robust to Irrelevant Context Ori Yoran Tomer Wolfson Ori Ram Jonathan Berant RALM LRM 19 178 0 02 Oct 2023
TRAM: Benchmarking Temporal Reasoning for Large Language Models Yuqing Wang Yun Zhao LRM 26 8 0 02 Oct 2023
Keeping in Time: Adding Temporal Context to Sentiment Analysis Models Dean Ninalga 23 0 0 24 Sep 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges Fei Dou Jin Ye Geng Yuan Qin Lu Wei Niu ... Hongyue Sun Yunli Shao Changying Li Tianming Liu Wenzhan Song AI4CE 21 29 0 14 Sep 2023
Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models Mansi Sakarvadia Aswathy Ajith Arham Khan Daniel Grzenda Nathaniel Hudson André Bauer Kyle Chard Ian T. Foster KELM LRM 17 16 0 11 Sep 2023
Answering Ambiguous Questions with a Database of Questions, Answers, and Revisions Haitian Sun William W. Cohen Ruslan Salakhutdinov 13 3 0 16 Aug 2023
WIKITIDE: A Wikipedia-Based Timestamped Definition Pairs Dataset Hsuvas Borkakoty Luis Espinosa-Anke 15 0 0 07 Aug 2023
Structural Embeddings of Tools for Large Language Models Eren Unlu 11 1 0 01 Aug 2023
An Overview Of Temporal Commonsense Reasoning and Acquisition Georg Wenzel Adam Jatowt ReLM LRM 20 9 0 28 Jul 2023
Evaluating the Ripple Effects of Knowledge Editing in Language Models Roi Cohen Eden Biran Ori Yoran Amir Globerson Mor Geva KELM 33 155 0 24 Jul 2023
Extracting Multi-valued Relations from Language Models Sneha Singhania Simon Razniewski G. Weikum KELM 20 4 0 06 Jul 2023
RecallM: An Adaptable Memory Mechanism with Temporal Understanding for Large Language Models Brandon Kynoch Hugo Latapie Dwane van der Sluis CLL LLMAG KELM 23 2 0 06 Jul 2023
ToolQA: A Dataset for LLM Question Answering with External Tools Yuchen Zhuang Yue Yu Kuan-Chieh Jackson Wang Haotian Sun Chao Zhang ELM LLMAG 20 212 0 23 Jun 2023
SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning Yunxiang Zhang Xiaojun Wan AILaw LRM 25 6 0 21 Jun 2023
Propagating Knowledge Updates to LMs Through Distillation Shankar Padmanabhan Yasumasa Onoe Michael J.Q. Zhang Greg Durrett Eunsol Choi KELM 10 18 0 15 Jun 2023
KoLA: Carefully Benchmarking World Knowledge of Large Language Models Jifan Yu Xiaozhi Wang Shangqing Tu S. Cao Daniel Zhang-Li ... Lei Hou Zhiyuan Liu Bin Xu Jie Tang Juanzi Li ELM ALM 31 66 0 15 Jun 2023
Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models Qingyu Tan Hwee Tou Ng Lidong Bing LRM 15 22 0 15 Jun 2023
Exploring the Practicality of Generative Retrieval on Dynamic Corpora Soyoung Yoon Chaeeun Kim Hyunji Lee Joel Jang Sohee Yang Minjoon Seo 16 3 0 27 May 2023
Meta-Learning Online Adaptation of Language Models Nathan J. Hu E. Mitchell Christopher D. Manning Chelsea Finn KELM 18 34 0 24 May 2023
Unlocking Temporal Question Answering for Large Language Models Using Code Execution Xingxuan Li Liying Cheng Qingyu Tan Hwee Tou Ng Shafiq R. Joty Lidong Bing LRM AI4CE 30 0 0 24 May 2023
Mitigating Temporal Misalignment by Discarding Outdated Facts Michael J.Q. Zhang Eunsol Choi KELM HILM 19 17 0 24 May 2023
RET-LLM: Towards a General Read-Write Memory for Large Language Models Ali Modarressi Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM LLMAG 8 33 0 23 May 2023
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity Shayne Longpre Gregory Yauney Emily Reif Katherine Lee Adam Roberts ... Denny Zhou Jason W. Wei Kevin Robinson David M. Mimno Daphne Ippolito 21 147 0 22 May 2023
Can We Edit Factual Knowledge by In-Context Learning? Ce Zheng Lei Li Qingxiu Dong Yuxuan Fan Zhiyong Wu Jingjing Xu Baobao Chang KELM 22 184 0 22 May 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 45 28 0 17 May 2023
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization C. Cheang Hou Pong Chan Derek F. Wong Xuebo Liu Zhao Li Yanming Sun Shudong Liu Lidia S. Chao 192 6 0 03 May 2023
Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge Yasumasa Onoe Michael J.Q. Zhang Shankar Padmanabhan Greg Durrett Eunsol Choi KELM 201 73 0 02 May 2023
Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT Jiawei Zhang LRM 29 76 0 10 Apr 2023
SwissBERT: The Multilingual Language Model for Switzerland Jannis Vamvas Johannes Graen Rico Sennrich 25 6 0 23 Mar 2023
Salient Span Masking for Temporal Understanding Jeremy R. Cole Aditi Chaudhary Bhuwan Dhingra Partha P. Talukdar 32 11 0 22 Mar 2023
DIFFQG: Generating Questions to Summarize Factual Changes Jeremy R. Cole Palak Jain Julian Martin Eisenschlos Michael J.Q. Zhang Eunsol Choi Bhuwan Dhingra KELM 21 3 0 01 Mar 2023
Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views Katerina Margatina Shuai Wang Yogarshi Vyas Neha Ann John Yassine Benajiba Miguel Ballesteros 15 15 0 23 Feb 2023
Language Model Analysis for Ontology Subsumption Inference Yuan He Jiaoyan Chen Ernesto Jiménez-Ruiz Hang Dong Ian Horrocks 13 21 0 14 Feb 2023
Toolformer: Language Models Can Teach Themselves to Use Tools Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 17 1,585 0 09 Feb 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 21 15 0 05 Feb 2023
Continuously Reliable Detection of New-Normal Misinformation: Semantic Masking and Contrastive Smoothing in High-Density Latent Regions Abhijit Suprem J. Ferreira C. Pu AAML 19 1 0 19 Jan 2023
Removing Non-Stationary Knowledge From Pre-Trained Language Models for Entity-Level Sentiment Classification in Finance Guijin Son Hanwool Albert Lee Nahyeon Kang Moonjeong Hahm 17 8 0 09 Jan 2023
Test of Time: Instilling Video-Language Models with a Sense of Time Piyush Bagad Makarand Tapaswi Cees G. M. Snoek 78 36 0 05 Jan 2023
Measure More, Question More: Experimental Studies on Transformer-based Language Models and Complement Coercion Yuling Gu 19 1 0 20 Dec 2022
Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? Shuheng Liu Alan Ritter AI4TS 28 12 0 19 Dec 2022
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 30 39 0 19 Dec 2022