Enhancing Event Causality Identification with Rationale and
Structure-Aware Causal Question Answering

Enhancing Event Causality Identification with Rationale and Structure-Aware Causal Question Answering

17 March 2024

Jie Zhou

ArXiv (abs)PDF HTML

Papers citing "Enhancing Event Causality Identification with Rationale and Structure-Aware Causal Question Answering"

17 / 17 papers shown

Title
Large Language Models Are Not Robust Multiple Choice Selectors Chujie Zheng Hao Zhou Fandong Meng Jie Zhou Minlie Huang 87 244 0 07 Sep 2023
Lion: Adversarial Distillation of Proprietary Large Language Models Yuxin Jiang Chunkit Chan Yin Hua Wei Wang ALM 85 25 0 22 May 2023
Semantic Structure Enhanced Event Causality Identification Zhilei Hu Zixuan Li Xiaolong Jin Long Bai Saiping Guan Jiafeng Guo Xueqi Cheng 31 24 0 22 May 2023
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective Zhaowei Wang Quyet V. Do Hongming Zhang Jiayao Zhang Weiqi Wang Tianqing Fang Yangqiu Song Ginny Wong Simon See LRM 60 31 0 09 May 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 321 558 0 03 May 2023
Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors Thomas Hartvigsen S. Sankaranarayanan Hamid Palangi Yoon Kim Marzyeh Ghassemi KELM 96 177 0 20 Nov 2022
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales Peifeng Wang Aaron Chan Filip Ilievski Muhao Chen Xiang Ren LRM ReLM 86 64 0 03 Nov 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 526 4,498 0 24 May 2022
ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification Meiqi Chen Yixin Cao Kunquan Deng Mukai Li Kunpeng Wang Jing Shao Yan Zhang 48 36 0 15 Apr 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 251 1,381 0 10 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 839 9,644 0 28 Jan 2022
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 490 10,496 0 17 Jun 2021
Measuring Association Between Labels and Free-Text Rationales Sarah Wiegreffe Ana Marasović Noah A. Smith 313 182 0 24 Oct 2020
WT5?! Training Text-to-Text Models to Explain their Predictions Sharan Narang Colin Raffel Katherine Lee Adam Roberts Noah Fiedel Karishma Malkan 69 201 0 30 Apr 2020
Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings Zhaoning Li Qi Li Xiaotian Zou Jiangtao Ren 38 120 0 16 Apr 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 221 4,514 0 02 Feb 2019
Extracting Temporal and Causal Relations between Events Paramita Mirza 39 32 0 27 Apr 2016