Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning

12 October 2020

Yejin Choi

Papers citing "Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning"

26 / 26 papers shown

Title
LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning Tianshi Zheng Jiayang Cheng Chunyang Li Haochen Shi Zihan Wang Jiaxin Bai Yangqiu Song Ginny Wong Simon See LRM 46 2 0 16 Feb 2025
Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events Aditya Chinchure Sahithya Ravi R. Ng Vered Shwartz Boyang Albert Li Leonid Sigal ReLM LRM VLM 77 2 0 07 Dec 2024
Counterfactual Token Generation in Large Language Models Ivi Chatzi N. C. Benz Eleni Straitouri Stratis Tsirtsis Manuel Gomez Rodriguez LRM 34 3 0 25 Sep 2024
ACCORD: Closing the Commonsense Measurability Gap François Roewer-Després Jinyue Feng Zining Zhu Frank Rudzicz LRM 48 0 0 04 Jun 2024
Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor Sangwon Yu Changmin Lee Hojin Lee Sungroh Yoon 27 0 0 13 Nov 2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code Xiao Liu Da Yin Chen Zhang Yansong Feng Dongyan Zhao ELM ReLM ReCod LRM 37 20 0 30 May 2023
EvEval: A Comprehensive Evaluation of Event Semantics for Large Language Models Zhengwei Tao Zhi Jin Xiaoying Bai Haiyan Zhao Yanlin Feng Jia Li Wenpeng Hu 34 4 0 24 May 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 49 51 0 26 Mar 2023
DiscoSense: Commonsense Reasoning with Discourse Connectives Prajjwal Bhargava Vincent Ng LRM 164 4 0 22 Oct 2022
Composable Text Controls in Latent Space with ODEs Guangyi Liu Zeyu Feng Yuan Gao Zichao Yang Xiaodan Liang Junwei Bao Xiaodong He Shuguang Cui Zhen Li Zhiting Hu AI4CE DiffM 39 32 0 01 Aug 2022
Can Language Models perform Abductive Commonsense Reasoning? Seung-Kyum Kim ReLM LRM 21 1 0 07 Jul 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 777 0 27 May 2022
Gradient-Based Constrained Sampling from Language Models Sachin Kumar Biswajit Paria Yulia Tsvetkov BDL 30 53 0 25 May 2022
Computational Storytelling and Emotions: A Survey Yusuke Mori Hiroaki Yamane Yusuke Mukuta Tatsuya Harada 40 2 0 23 May 2022
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation Prakhar Gupta Harsh Jhamtani Jeffrey P. Bigham 49 12 0 19 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 27 4 0 19 May 2022
On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations Roy Schwartz Gabriel Stanovsky 35 25 0 27 Apr 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 25 14 0 06 Apr 2022
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification Yucheng Zhou Tao Shen Xiubo Geng Guodong Long Daxin Jiang 24 57 0 04 Mar 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics Lianhui Qin Sean Welleck Daniel Khashabi Yejin Choi AI4CE 49 144 0 23 Feb 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey Prajjwal Bhargava Vincent Ng ReLM LRM 44 62 0 28 Jan 2022
Controlled Text Generation as Continuous Optimization with Multiple Constraints Sachin Kumar Eric Malmi Aliaksei Severyn Yulia Tsvetkov BDL AI4CE 43 76 0 04 Aug 2021
Probing Across Time: What Does RoBERTa Know and When? Leo Z. Liu Yizhong Wang Jungo Kasai Hannaneh Hajishirzi Noah A. Smith KELM 13 80 0 16 Apr 2021
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction Raphael Schumann Lili Mou Yao Lu Olga Vechtomova K. Markert 191 41 0 04 May 2020
Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback Carolin (Haas) Lawrence Stefan Riezler OffRL 173 56 0 03 May 2018
A Theme-Rewriting Approach for Generating Algebra Word Problems Rik Koncel-Kedziorski Ioannis Konstas Luke Zettlemoyer Hannaneh Hajishirzi AIMat 90 30 0 19 Oct 2016