Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments

12 December 2022

Zhivar Sourati

Vishnu Priya Prasanna Venkatesh

Papers citing "Robust and Explainable Identification of Logical Fallacies in Natural Language Arguments"

49 / 49 papers shown

Title
SLURG: Investigating the Feasibility of Generating Synthetic Online Fallacious Discourse Cal Blanco Gavin Dsouza Hugo Lin Chelsey Rush 41 0 0 16 Apr 2025
Aligning Generalisation Between Humans and Machines Filip Ilievski Barbara Hammer F. V. Harmelen Benjamin Paassen S. Saralajew ... Vered Shwartz Gabriella Skitalinskaya Clemens Stachl Gido M. van de Ven T. Villmann 158 1 0 23 Nov 2024
Case-Based Reasoning with Language Models for Classification of Logical Fallacies Zhivar Sourati Filip Ilievski Hông-Ân Sandlin Alain Mermoud LRM 33 12 0 27 Jan 2023
Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings Sooji Han Rui Mao Min Zhang 18 64 0 15 Sep 2022
Detection of Propaganda Techniques in Visuo-Lingual Metaphor in Memes Sunil Gundapu R. Mamidi 36 2 0 03 May 2022
ProtoTEx: Explaining Model Decisions with Prototype Tensors Anubrata Das Chitrank Gupta Venelin Kovatchev Matthew Lease Junjie Li 45 27 0 11 Apr 2022
Logical Fallacy Detection Zhijing Jin Abhinav Lalwani Tejas Vaidhya Xiaoyu Shen Yiwen Ding Zhiheng Lyu Mrinmaya Sachan Rada Mihalcea Bernhard Schölkopf LRM 96 34 0 28 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 514 9,009 0 28 Jan 2022
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models Kaixin Ma Filip Ilievski Jonathan M Francis Satoru Ozaki Eric Nyberg A. Oltramari LRM 35 16 0 07 Sep 2021
Interpretable Propaganda Detection in News Articles Seunghak Yu Giovanni Da San Martino Mitra Mohtarami James R. Glass Preslav Nakov 28 30 0 29 Aug 2021
Detecting Propaganda Techniques in Memes Dimitar Dimitrov Bishr Bin Ali Shaden Shaar Firoj Alam Fabrizio Silvestri Hamed Firooz Preslav Nakov Giovanni Da San Martino 53 95 0 07 Aug 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 128 5,328 0 07 Jul 2021
Do Language Models Perform Generalizable Commonsense Inference? Peifeng Wang Filip Ilievski Muhao Chen Xiang Ren ReLM LRM 30 19 0 22 Jun 2021
Template-Based Named Entity Recognition Using BART Leyang Cui Yu Wu Jian Liu Sen Yang Yue Zhang 53 350 0 03 Jun 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 120 3,336 0 18 Apr 2021
ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning Swarnadeep Saha Prateek Yadav Lisa Bauer Joey Tianyi Zhou LRM 54 56 0 15 Apr 2021
Dimensions of Commonsense Knowledge Filip Ilievski A. Oltramari Kaixin Ma Bin Zhang D. McGuinness Pedro A. Szekely 68 64 0 12 Jan 2021
CSKG: The CommonSense Knowledge Graph Filip Ilievski Pedro A. Szekely Bin Zhang 42 87 0 21 Dec 2020
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT Andrei Paraschiv Dumitru-Clementin Cercel M. Dascalu 21 17 0 11 Sep 2020
Play MNIST For Me! User Studies on the Effects of Post-Hoc, Example-Based Explanations & Error Rates on Debugging a Deep Learning, Black-Box Classifier Courtney Ford Eoin M. Kenny Mark T. Keane 23 6 0 10 Sep 2020
A Survey on Computational Propaganda Detection Giovanni Da San Martino S. Cresci Alberto Barrón-Cedeño Seunghak Yu Roberto Di Pietro Preslav Nakov 45 186 0 15 Jul 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 340 41,106 0 28 May 2020
WT5?! Training Text-to-Text Models to Explain their Predictions Sharan Narang Colin Raffel Katherine Lee Adam Roberts Noah Fiedel Karishma Malkan 32 199 0 30 Apr 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 63 1,230 0 25 Feb 2020
Transformers as Soft Reasoners over Language Peter Clark Oyvind Tafjord Kyle Richardson ReLM OffRL LRM 70 353 0 14 Feb 2020
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering Kaixin Ma Jonathan M Francis Quanyang Lu Eric Nyberg A. Oltramari NAI 33 89 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 83 10,720 0 29 Oct 2019
Fine-Grained Analysis of Propaganda in News Articles Giovanni Da San Martino Seunghak Yu Alberto Barrón-Cedeño R. Petrov Preslav Nakov 11 330 0 06 Oct 2019
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 251 782 0 17 Sep 2019
Neural Architectures for Fine-Grained Propaganda Detection in News Pankaj Gupta Khushbu Saxena Usama Yaseen Thomas Runkler Hinrich Schütze 32 27 0 13 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 253 657 0 09 Sep 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 38 461 0 04 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 401 11,979 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 329 24,160 0 26 Jul 2019
Facebook FAIR's WMT19 News Translation Task Submission Nathan Ng Kyra Yee Alexei Baevski Myle Ott Michael Auli Sergey Edunov VLM 42 394 0 15 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 681 93,936 0 11 Oct 2018
Improving Question Answering by Commonsense-Based Pre-Training Wanjun Zhong Duyu Tang N. Duan Ming Zhou Jiahai Wang Jian Yin NAI LRM ReLM 18 62 0 05 Sep 2018
Uncertainty-Aware Attention for Reliable Interpretation and Prediction Jay Heo Haebeom Lee Saehoon Kim Juho Lee Kwang Joon Kim Eunho Yang Sung Ju Hwang OOD 36 87 0 24 May 2018
Deep Learning for Case-Based Reasoning through Prototypes: A Neural Network that Explains Its Predictions Oscar Li Hao Liu Chaofan Chen Cynthia Rudin 90 586 0 13 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 268 129,831 0 12 Jun 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 125 2,099 0 05 May 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 315 4,444 0 18 Apr 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 103 2,874 0 12 Dec 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism Edward Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 90 1,238 0 19 Aug 2016
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 127 4,934 0 27 Jun 2016
Improving the Robustness of Deep Neural Networks via Stability Training Stephan Zheng Yang Song Thomas Leung Ian Goodfellow OOD 20 637 0 15 Apr 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 284 16,765 0 16 Feb 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 181 2,705 0 20 Nov 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 174 4,256 0 21 Aug 2015