Probing Neural Network Comprehension of Natural Language Arguments

17 July 2019

Papers citing "Probing Neural Network Comprehension of Natural Language Arguments"

50 / 104 papers shown

Title
Modeling Associative Reasoning Processes C. Schon Ulrich Furbach Marco Ragni LRM 18 1 0 03 Jan 2022
The Effect of Model Size on Worst-Group Generalization Alan Pham Eunice Chan V. Srivatsa Dhruba Ghosh Yaoqing Yang Yaodong Yu Ruiqi Zhong Joseph E. Gonzalez Jacob Steinhardt 23 5 0 08 Dec 2021
Availability Attacks Create Shortcuts Da Yu Huishuai Zhang Wei Chen Jian Yin Tie-Yan Liu AAML 31 57 0 01 Nov 2021
Attacking Open-domain Question Answering by Injecting Misinformation Liangming Pan Wenhu Chen Min-Yen Kan Luu Anh Tuan HILM AAML 201 22 0 15 Oct 2021
Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding Shane Storks Qiaozi Gao Yichi Zhang J. Chai ReLM LRM 47 22 0 10 Sep 2021
Studying word order through iterative shuffling Nikolay Malkin Sameera Lanka Pranav Goel Nebojsa Jojic 31 14 0 10 Sep 2021
A Strong Baseline for Query Efficient Attacks in a Black Box Setting Rishabh Maheshwary Saket Maheshwary Vikram Pudi AAML 30 30 0 10 Sep 2021
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning Prasetya Ajie Utama N. Moosavi Victor Sanh Iryna Gurevych AAML 61 35 0 09 Sep 2021
Interactive Machine Comprehension with Dynamic Knowledge Graphs Xingdi Yuan 34 3 0 31 Aug 2021
NoiER: An Approach for Training more Reliable Fine-TunedDownstream Task Models Myeongjun Jang Thomas Lukasiewicz 24 4 0 29 Aug 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 37 3,831 0 28 Jul 2021
Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models Mingyue Han Yinglin Wang LRM 18 10 0 05 Jul 2021
Scientia Potentia Est -- On the Role of Knowledge in Computational Argumentation Anne Lauscher Henning Wachsmuth Iryna Gurevych Goran Glavavs 25 31 0 01 Jul 2021
Fairness via Representation Neutralization Mengnan Du Subhabrata Mukherjee Guanchu Wang Ruixiang Tang Ahmed Hassan Awadallah Xia Hu 25 78 0 23 Jun 2021
Partial success in closing the gap between human and machine vision Robert Geirhos Kantharaju Narayanappa Benjamin Mitzkus Tizian Thieringer Matthias Bethge Felix Wichmann Wieland Brendel VLM AAML 48 221 0 14 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 40 815 0 14 Jun 2021
Do Syntactic Probes Probe Syntax? Experiments with Jabberwocky Probing Rowan Hall Maudslay Ryan Cotterell 31 33 0 04 Jun 2021
ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning Thomas Dopierre Christophe Gravier Wilfried Logerais 19 32 0 27 May 2021
Classifying Argumentative Relations Using Logical Mechanisms and Argumentation Schemes Yohan Jo Seo-Jin Bang Chris Reed Eduard H. Hovy 21 36 0 17 May 2021
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples Qianchu Liu E. Ponti Diana McCarthy Ivan Vulić Anna Korhonen 21 17 0 17 Apr 2021
Semantic maps and metrics for science Semantic maps and metrics for science using deep transformer encoders Brendan Chambers James A. Evans MedIm 13 0 0 13 Apr 2021
What Will it Take to Fix Benchmarking in Natural Language Understanding? Samuel R. Bowman George E. Dahl ELM ALM 30 156 0 05 Apr 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 196 0 22 Mar 2021
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU Models Mengnan Du Varun Manjunatha R. Jain Ruchi Deshpande Franck Dernoncourt Jiuxiang Gu Tong Sun Xia Hu 57 105 0 11 Mar 2021
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities? Hyunjae Kim Jaewoo Kang AI4CE 86 21 0 01 Jan 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters Mengjie Zhao Yi Zhu Ehsan Shareghi Ivan Vulić Roi Reichart Anna Korhonen Hinrich Schütze 32 64 0 31 Dec 2020
HateCheck: Functional Tests for Hate Speech Detection Models Paul Röttger B. Vidgen Dong Nguyen Zeerak Talat Helen Z. Margetts J. Pierrehumbert 31 259 0 31 Dec 2020
WeaQA: Weak Supervision via Captions for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral 25 35 0 04 Dec 2020
Gradient Starvation: A Learning Proclivity in Neural Networks Mohammad Pezeshki Sekouba Kaba Yoshua Bengio Aaron Courville Doina Precup Guillaume Lajoie MLT 50 257 0 18 Nov 2020
Critical Thinking for Language Models Gregor Betz Christian Voigt Kyle Richardson SyDa ReLM LRM AI4CE 18 35 0 15 Sep 2020
LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning Jian Liu Leyang Cui Hanmeng Liu Dandan Huang Yile Wang Yue Zhang RALM 14 335 0 16 Jul 2020
SemEval-2020 Task 4: Commonsense Validation and Explanation Cunxiang Wang Shuailong Liang Yili Jin Yilong Wang Xiao-Dan Zhu Yue Zhang LRM 20 98 0 01 Jul 2020
BERTology Meets Biology: Interpreting Attention in Protein Language Models Jesse Vig Ali Madani L. Varshney Caiming Xiong R. Socher Nazneen Rajani 29 288 0 26 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 35 40,023 0 28 May 2020
Contextualizing Hate Speech Classifiers with Post-hoc Explanation Brendan Kennedy Xisen Jin Aida Mostafazadeh Davani Morteza Dehghani Xiang Ren 6 137 0 05 May 2020
Emergence of Syntax Needs Minimal Supervision Raphaël Bailly Kata Gábor 31 5 0 03 May 2020
DQI: Measuring Data Quality in NLP Swaroop Mishra Anjana Arunkumar Bhavdeep Singh Sachdeva Chris Bryan Chitta Baral 36 30 0 02 May 2020
TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task Christoph Alt Aleksandra Gabryszak Leonhard Hennig 19 151 0 30 Apr 2020
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning Alexandre Tamborrino Nicola Pellicanò B. Pannier Pascal Voitot Louise Naudin LRM 14 62 0 29 Apr 2020
Towards Evaluating the Robustness of Chinese BERT Classifiers Wei Ping Boyuan Pan Xin Li Bo-wen Li AAML 26 8 0 07 Apr 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig Pawel Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos LMTD RALM 33 633 0 05 Apr 2020
Gödel's Sentence Is An Adversarial Example But Unsolvable Xiaodong Qi Lansheng Han AAML 20 0 0 25 Feb 2020
Exploring Neural Models for Parsing Natural Language into First-Order Logic Hrituraj Singh Milan Aggarwal Balaji Krishnamurthy LRM 27 19 0 16 Feb 2020
Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks Carlos Aspillaga Andrés Carvallo Vladimir Araujo ELM 39 31 0 14 Feb 2020
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning Weihao Yu Zihang Jiang Yanfei Dong Jiashi Feng LRM 8 240 0 11 Feb 2020
Stance Detection Benchmark: How Robust Is Your Stance Detection? Benjamin Schiller Johannes Daxenberger Iryna Gurevych 11 95 0 06 Jan 2020
Understanding BERT performance in propaganda analysis Yiqing Hua 22 16 0 11 Nov 2019
Attending to Entities for Better Text Understanding Pengxiang Cheng K. Erk LRM 19 37 0 11 Nov 2019
When Choosing Plausible Alternatives, Clever Hans can be Clever Pride Kavumba Naoya Inoue Benjamin Heinzerling Keshav Singh Paul Reisert Kentaro Inui 16 50 0 01 Nov 2019
Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms Z. Q. Lin M. Shafiee S. Bochkarev Michael St. Jules Xiao Yu Wang A. Wong FAtt 26 80 0 16 Oct 2019