Pre-training Is (Almost) All You Need: An Application to Commonsense
Reasoning

Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning

29 April 2020

Alexandre Tamborrino

Nicola Pellicanò

Papers citing "Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning"

15 / 15 papers shown

Title
Automated Program Repair: Emerging trends pose and expose problems for benchmarks J. Renzullo Pemma Reiter Westley Weimer Stephanie Forrest 42 1 0 08 May 2024
Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions Ziyue Wang Chi Chen Peng Li Yang Liu LRM 23 14 0 20 Nov 2023
VLIS: Unimodal Language Models Guide Multimodal Language Generation Jiwan Chung Youngjae Yu VLM 30 1 0 15 Oct 2023
Multi-hop Commonsense Knowledge Injection Framework for Zero-Shot Commonsense Question Answering Xin Guan Biwei Cao Qingqing Gao Zheng Yin Bo Liu Jiuxin Cao 26 5 0 10 May 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 49 53 0 26 Mar 2023
Event knowledge in large language models: the gap between the impossible and the unlikely Carina Kauf Anna A. Ivanova Giulia Rambelli Emmanuele Chersoni Jingyuan Selena She Zawad Chowdhury Evelina Fedorenko Alessandro Lenci 37 67 0 02 Dec 2022
Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning Letian Peng Z. Li Hai Zhao ReLM LRM 18 1 0 23 Aug 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training Xinyu Pi Wanjun Zhong Yan Gao Nan Duan Jian-Guang Lou NAI GAN LRM AI4CE 41 16 0 18 May 2022
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? Thomas Wang Adam Roberts Daniel Hesslow Teven Le Scao Hyung Won Chung Iz Beltagy Julien Launay Colin Raffel 39 167 0 12 Apr 2022
Rethinking Why Intermediate-Task Fine-Tuning Works Ting-Yun Chang Chi-Jen Lu LRM 19 29 0 26 Aug 2021
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training Fangkai Jiao Yangyang Guo Yilin Niu Feng Ji Feng-Lin Li Liqiang Nie LRM 34 12 0 10 May 2021
Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models Anne Beyer Sharid Loáiciga David Schlangen 27 15 0 07 May 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 35 51 0 12 Apr 2021
Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision Faeze Brahman Vered Shwartz Rachel Rudinger Yejin Choi LRM 15 42 0 14 Dec 2020
Improving Event Duration Prediction via Time-aware Pre-training Zonglin Yang Xinya Du Alexander M. Rush Claire Cardie VLM 14 19 0 05 Nov 2020