v1v2 (latest)

Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering

2 May 2020

Xiang Ren

Papers citing "Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering"

50 / 51 papers shown

Title
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering Haowei Du Dongyan Zhao KELM 39 0 0 23 Aug 2024
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning Ruiting Dai Yuqiao Tan Lisi Mo Shuang Liang Guohao Huo Jiayi Luo Yao Cheng ReLM RALM LRM 57 1 0 09 May 2024
Graph Language Models Moritz Plenz Anette Frank KELM AI4CE 97 7 0 13 Jan 2024
ConcEPT: Concept-Enhanced Pre-Training for Language Models Xintao Wang Zhouhong Gu Jiaqing Liang Dakuan Lu Yanghua Xiao Wei Wang 70 1 0 11 Jan 2024
CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models Dan Shi Chaobin You Jian-Tao Huang Taihao Li Deyi Xiong LRM 56 1 0 20 Dec 2023
Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks Aditi Mishra Sajjadur Rahman H. Kim Kushan Mitra Estevam R. Hruschka 58 8 0 09 Nov 2023
Anaphor Assisted Document-Level Relation Extraction Chonggang Lu Richong Zhang Kai Sun Jaein Kim Cunwang Zhang Yongyi Mao 87 10 0 28 Oct 2023
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference Junhao Zheng Qianli Ma Shengjie Qiu Yue Wu Peitian Ma Junlong Liu Hu Feng Xichen Shang Haibin Chen AAML KELM CML CLL 128 15 0 19 Jun 2023
Text-To-KG Alignment: Comparing Current Methods on Classification Tasks Sondre Wold Lilja Ovrelid Erik Velldal 67 3 0 05 Jun 2023
Graph Reasoning for Question Answering with Triplet Retrieval Shiyang Li Yifan Gao Hao Jiang Qingyu Yin Zheng Li Xifeng Yan Chao Zhang Bing Yin RALM ReLM 93 35 0 30 May 2023
UFO: Unified Fact Obtaining for Commonsense Question Answering Zhifeng Li Yifan Fan Bowei Zou Yu Hong HILM LRM 59 1 0 25 May 2023
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering Qianglong Chen Guohai Xu Mingshi Yan Ji Zhang Fei Huang Luo Si Yin Zhang 68 10 0 14 May 2023
ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models Ning Bian Xianpei Han Le Sun Hongyu Lin Yaojie Lu Xianpei Han Shanshan Jiang Bin Dong KELM ELM AI4MH LRM 141 80 0 29 Mar 2023
GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering Dhaval Taunk Lakshya Khanna Pavan Kandru Vasudeva Varma Charu Sharma Makarand Tapaswi 78 24 0 22 Mar 2023
Relation-Aware Language-Graph Transformer for Question Answering Jinyoung Park Hyeong Kyu Choi Juyeon Ko Hyeon-ju Park Ji-Hoon Kim Jisu Jeong Kyungmin Kim Hyunwoo J. Kim KELM LMTD ViT 51 10 0 02 Dec 2022
A Probabilistic-Logic based Commonsense Representation Framework for Modelling Inferences with Multiple Antecedents and Varying Likelihoods Shantanu Jaiswal Liu Yan Dongkyu Choi Kenneth Kwok 69 0 0 30 Nov 2022
ALBERT with Knowledge Graph Encoder Utilizing Semantic Similarity for Commonsense Question Answering Byeongmin Choi Yong-Sook Lee Yeunwoong Kyung Eunchan Kim 50 10 0 14 Nov 2022
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales Peifeng Wang Aaron Chan Filip Ilievski Muhao Chen Xiang Ren LRM ReLM 108 65 0 03 Nov 2022
Using Graph Algorithms to Pretrain Graph Completion Transformers Jonathan Pilault Mikhail Galkin Bahare Fatemi Perouz Taslakian David Vasquez C. Pal 58 0 0 14 Oct 2022
Probing Commonsense Knowledge in Pre-trained Language Models with Sense-level Precision and Expanded Vocabulary Daniel Loureiro A. Jorge ReLM KELM AI4MH LRM 50 1 0 12 Oct 2022
Can Language Models perform Abductive Commonsense Reasoning? Seung-Kyum Kim ReLM LRM 45 1 0 07 Jul 2022
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer Rachit Bansal Milan Aggarwal S. Bhatia Jivat Neet Kaur Balaji Krishnamurthy 30 4 0 12 Jun 2022
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation Prakhar Gupta Harsh Jhamtani Jeffrey P. Bigham 113 12 0 19 May 2022
Event Transition Planning for Open-ended Text Generation Qintong Li Pijian Li Wei Bi Zhaochun Ren Yuxuan Lai Lingpeng Kong 76 13 0 20 Apr 2022
Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-modal Knowledge Transfer Woojeong Jin Dong-Ho Lee Chenguang Zhu Jay Pujara Xiang Ren CLIP VLM 75 10 0 14 Mar 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey Prajjwal Bhargava Vincent Ng ReLM LRM 144 63 0 28 Jan 2022
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering Xikun Zhang Antoine Bosselut Michihiro Yasunaga Hongyu Ren Percy Liang Christopher D. Manning J. Leskovec ReLM AI4MH LRM 106 231 0 21 Jan 2022
Kformer: Knowledge Injection in Transformer Feed-Forward Layers Yunzhi Yao Shaohan Huang Li Dong Furu Wei Huajun Chen Ningyu Zhang KELM MedIm 89 42 0 15 Jan 2022
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Zi-Yi Dou Nanyun Peng ELM 58 27 0 01 Jan 2022
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts Shane Storks Qiaozi Gao Aishwarya N. Reganti Govind Thattai 71 1 0 17 Dec 2021
Contextualized Scene Imagination for Generative Commonsense Reasoning Peifeng Wang Jonathan Zamora Junfeng Liu Filip Ilievski Muhao Chen Xiang Ren ReLM LRM 95 16 0 12 Dec 2021
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu Chenguang Zhu Shuohang Wang Siqi Sun Hao Cheng Xiaodong Liu Jianfeng Gao Pengcheng He Michael Zeng Xuedong Huang LRM 323 59 0 06 Dec 2021
JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering Yueqing Sun Qi Shi Le Qi Yu Zhang RALM LRM 89 72 0 06 Dec 2021
GNN is a Counter? Revisiting GNN for Question Answering Kuan-Chieh Wang Yuyu Zhang Diyi Yang Le Song Tao Qin LMTD 74 31 0 07 Oct 2021
Commonsense Knowledge in Word Associations and ConceptNet Chunhua Liu Trevor Cohn Lea Frermann 82 8 0 20 Sep 2021
Exploiting Reasoning Chains for Multi-hop Science Question Answering Weiwen Xu Yang Deng Huihui Zhang Deng Cai W. Lam LRM 73 22 0 07 Sep 2021
Do Language Models Perform Generalizable Commonsense Inference? Peifeng Wang Filip Ilievski Muhao Chen Xiang Ren ReLM LRM 45 19 0 22 Jun 2021
A Semantic-based Method for Unsupervised Commonsense Question Answering Yilin Niu Fei Huang Jiaming Liang Wenkai Chen Xiaoyan Zhu Minlie Huang LRM 84 13 0 31 May 2021
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering Weiwen Xu Huihui Zhang Deng Cai Wai Lam 81 35 0 25 May 2021
CO-NNECT: A Framework for Revealing Commonsense Knowledge Paths as Explicitations of Implicit Knowledge in Texts Maria Becker Katharina Korfhage Debjit Paul Anette Frank 25 7 0 07 May 2021
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning Aaron Chan Lyne Tchapmi Bo Long Soumya Sanyal Tanishq Gupta Xiang Ren ReLM LRM 108 11 0 18 Apr 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 74 599 0 13 Apr 2021
Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources Ninareh Mehrabi Pei Zhou Fred Morstatter Jay Pujara Xiang Ren Aram Galstyan AILaw 124 45 0 21 Mar 2021
RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge Bill Yuchen Lin Ziyi Wu Yichi Yang Dong-Ho Lee Xiang Ren ReLM LRM 284 68 0 02 Jan 2021
Analyzing Commonsense Emergence in Few-shot Knowledge Models Jeff Da Ronan Le Bras Ximing Lu Yejin Choi Antoine Bosselut AI4MH KELM 178 41 0 01 Jan 2021
CoCoLM: COmplex COmmonsense Enhanced Language Model with Discourse Relations Changlong Yu Hongming Zhang Yangqiu Song Wilfred Ng 117 21 0 31 Dec 2020
Lexically-constrained Text Generation through Commonsense Knowledge Extraction and Injection Yikang Li P. Goel Varsha Kuppur Rajendra H. Singh Jonathan M Francis Kaixin Ma Eric Nyberg A. Oltramari 69 7 0 19 Dec 2020
Fusing Context Into Knowledge Graph for Commonsense Question Answering Yichong Xu Chenguang Zhu Ruochen Xu Yang Liu Michael Zeng Xuedong Huang 72 72 0 09 Dec 2020
Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources Qianglong Chen Feng Ji Haiqing Chen Yin Zhang KELM RALM 59 29 0 05 Nov 2020
Learning Contextualized Knowledge Structures for Commonsense Reasoning Jun Yan Mrigank Raman Aaron Chan Tianyu Zhang Ryan Rossi Handong Zhao Sungchul Kim Nedim Lipka Xiang Ren 306 37 0 24 Oct 2020