Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge

2 July 2020

Livio Baldini Soares

Papers citing "Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge"

40 / 40 papers shown

Title
Neuro-Symbolic AI: Explainability, Challenges, and Future Trends Xin Zhang Victor S. Sheng AI4TS 34 4 0 07 Nov 2024
Memorization in deep learning: A survey Jiaheng Wei Yanjun Zhang Leo Yu Zhang Ming Ding Chao Chen Kok-Leong Ong Jun Zhang Yang Xiang 44 6 0 06 Jun 2024
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs Cheng Jiayang Lin Qiu Chunkit Chan Xin Liu Yangqiu Song Zheng-Wei Zhang 36 9 0 30 Mar 2024
Can Language Models Act as Knowledge Bases at Scale? Qiyuan He Yizhong Wang Wenya Wang KELM LRM 29 8 0 22 Feb 2024
Emptying the Ocean with a Spoon: Should We Edit Models? Yuval Pinter Michael Elhadad KELM 20 26 0 18 Oct 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 30 73 0 11 Aug 2023
Single Sequence Prediction over Reasoning Graphs for Multi-hop QA Gowtham Ramesh Makesh Narsimhan Sreedhar Junjie Hu 10 7 0 01 Jul 2023
Decouple knowledge from parameters for plug-and-play language modeling Xin Cheng Yankai Lin Xiuying Chen Dongyan Zhao Rui Yan KELM 27 2 0 19 May 2023
A Survey on Knowledge-Enhanced Pre-trained Language Models Chaoqi Zhen Yanlei Shang Xiangyu Liu Yifei Li Yong Chen Dell Zhang VLM KELM 24 3 0 27 Dec 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 22 121 0 11 Nov 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision Ehsan Qasemi Piyush Khanna Qiang Ning Muhao Chen ReLM LRM 19 8 0 16 Jun 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 38 175 0 12 Apr 2022
Fine-tuning Image Transformers using Learnable Memory Mark Sandler A. Zhmoginov Max Vladymyrov Andrew Jackson ViT 21 47 0 29 Mar 2022
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems Yi-Lin Tuan Sajjad Beygi Maryam Fazel-Zarandi Qiaozi Gao Alessandra Cervone William Yang Wang LRM 21 23 0 20 Mar 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 25 53 0 22 Feb 2022
Does Entity Abstraction Help Generative Transformers Reason? Nicolas Angelard-Gontier Siva Reddy C. Pal 19 5 0 05 Jan 2022
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey Xiaokai Wei Shen Wang Dejiao Zhang Parminder Bhatia Andrew O. Arnold KELM 21 45 0 16 Oct 2021
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers Haitian Sun William W. Cohen Ruslan Salakhutdinov 67 33 0 13 Oct 2021
Towards Continual Knowledge Learning of Language Models Joel Jang Seonghyeon Ye Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Stanley Jungkyu Choi Minjoon Seo CLL KELM 222 150 0 07 Oct 2021
Relation-Guided Pre-Training for Open-Domain Question Answering Ziniu Hu Yizhou Sun Kai-Wei Chang RALM OnRL 26 6 0 21 Sep 2021
Highly Parallel Autoregressive Entity Linking with Discriminative Correction Nicola De Cao Wilker Aziz Ivan Titov 31 35 0 08 Sep 2021
Combining Transformers with Natural Language Explanations Federico Ruggeri Marco Lippi Paolo Torroni 17 1 0 02 Sep 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 37 813 0 14 Jun 2021
Iterative Hierarchical Attention for Answering Complex Questions over Long Documents Haitian Sun William W. Cohen Ruslan Salakhutdinov 19 13 0 01 Jun 2021
CEAR: Cross-Entity Aware Reranker for Knowledge Base Completion Keshav Kolluru M. Chauhan Yatin Nandwani Parag Singla Mausam 23 2 0 18 Apr 2021
Editing Factual Knowledge in Language Models Nicola De Cao Wilker Aziz Ivan Titov KELM 45 473 0 16 Apr 2021
Cross-Modal Retrieval Augmentation for Multi-Modal Classification Shir Gur Natalia Neverova C. Stauffer Ser-Nam Lim Douwe Kiela A. Reiter 14 26 0 16 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 35 51 0 12 Apr 2021
ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities Hongming Zhang Xin Liu Haojie Pan Hao Ke Jiefu Ou Tianqing Fang Yangqiu Song 11 47 0 05 Apr 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
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel RALM 23 228 0 13 Feb 2021
CoCoLM: COmplex COmmonsense Enhanced Language Model with Discourse Relations Changlong Yu Hongming Zhang Yangqiu Song Wilfred Ng 54 21 0 31 Dec 2020
Modifying Memories in Transformer Models Chen Zhu A. S. Rawat Manzil Zaheer Srinadh Bhojanapalli Daliang Li Felix X. Yu Sanjiv Kumar KELM 13 190 0 01 Dec 2020
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training Oshin Agarwal Heming Ge Siamak Shakeri Rami Al-Rfou 6 38 0 23 Oct 2020
Large Product Key Memory for Pretrained Language Models Gyuwan Kim Tae-Hwan Jung VLM KELM 15 2 0 08 Oct 2020
JAKET: Joint Pre-training of Knowledge Graph and Language Understanding Donghan Yu Chenguang Zhu Yiming Yang Michael Zeng KELM 11 142 0 02 Oct 2020
HittER: Hierarchical Transformers for Knowledge Graph Embeddings Sanxing Chen Xiaodong Liu Jianfeng Gao Jian Jiao Ruofei Zhang Yangfeng Ji 27 106 0 28 Aug 2020
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets Patrick Lewis Pontus Stenetorp Sebastian Riedel OOD ELM 8 184 0 06 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 37 30 0 31 Jul 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,586 0 03 Sep 2019