Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models

7 September 2021

Kaixin Ma

Papers citing "Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models"

26 / 26 papers shown

Title
Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks Lisa Bauer Mohit Bansal 41 19 0 20 Apr 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 248 4,298 0 01 Jan 2021
What do we expect from Multiple-choice QA Systems? Krunal Shah Nitish Gupta Dan Roth AAML 38 14 0 20 Nov 2020
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms Pei Zhou Rahul Khanna Seyeon Lee Bill Yuchen Lin Daniel E. Ho Jay Pujara Xiang Ren ReLM 61 37 0 02 May 2020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning Michael Boratko Xiang Lorraine Li Rajarshi Das Timothy J. O'Gorman Daniel Le Andrew McCallum 88 58 0 02 May 2020
We Need to Talk About Random Splits Anders Søgaard Sebastian Ebert Jasmijn Bastings Katja Filippova 84 100 0 01 May 2020
Look at the First Sentence: Position Bias in Question Answering Miyoung Ko Jinhyuk Lee Hyunjae Kim Gangwoo Kim Jaewoo Kang FaML OOD 60 100 0 30 Apr 2020
Unsupervised Commonsense Question Answering with Self-Talk Vered Shwartz Peter West Ronan Le Bras Chandra Bhagavatula Yejin Choi ReLM SSL AI4MH LRM 65 263 0 11 Apr 2020
What do Models Learn from Question Answering Datasets? Priyanka Sen Amir Saffari RALM ELM 57 75 0 07 Apr 2020
Undersensitivity in Neural Reading Comprehension Johannes Welbl Pasquale Minervini Max Bartolo Pontus Stenetorp Sebastian Riedel AAML 53 18 0 15 Feb 2020
What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge Kyle Richardson Ashish Sabharwal 53 46 0 31 Dec 2019
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering Kaixin Ma Jonathan M Francis Quanyang Lu Eric Nyberg A. Oltramari NAI 58 90 0 30 Oct 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 263 10,848 0 29 Oct 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 576 2,673 0 03 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,295 0 27 Aug 2019
Abductive Commonsense Reasoning Chandra Bhagavatula Ronan Le Bras Chaitanya Malaviya Keisuke Sakaguchi Ari Holtzman Hannah Rashkin Doug Downey Scott Yih Yejin Choi ReLM LRM 78 463 0 15 Aug 2019
What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models Allyson Ettinger 86 607 0 31 Jul 2019
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 142 1,744 0 02 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks Divyansh Kaushik Zachary Chase Lipton ELM 78 233 0 14 Aug 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 290 2,853 0 11 Jun 2018
Adversarial Examples for Evaluating Reading Comprehension Systems Robin Jia Percy Liang AAML ELM 203 1,608 0 23 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 728 132,199 0 12 Jun 2017
SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson Basura Fernando Mark Johnson Stephen Gould EGVM 106 1,918 0 29 Jul 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 303 8,160 0 16 Jun 2016
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 297 4,508 0 20 Nov 2014