Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition

29 September 2022

Papers citing "Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition"

13 / 13 papers shown

Title
Is Stance Detection Topic-Independent and Cross-topic Generalizable? -- A Reproduction Study Myrthe Reuver Suzan Verberne R. Morante Antske Fokkens 86 17 0 14 Oct 2021
Scientia Potentia Est -- On the Role of Knowledge in Computational Argumentation Anne Lauscher Henning Wachsmuth Iryna Gurevych Goran Glavaš 87 33 0 01 Jul 2021
Robustness Gym: Unifying the NLP Evaluation Landscape Karan Goel Nazneen Rajani Jesse Vig Samson Tan Jason M. Wu Stephan Zheng Caiming Xiong Joey Tianyi Zhou Christopher Ré AAML OffRL OOD 192 140 0 13 Jan 2021
Transformer-Based Models for Automatic Identification of Argument Relations: A Cross-Domain Evaluation Ramon Ruiz-Dolz S. H. Barberá José Alemany A. García-Fornes 35 37 0 26 Nov 2020
Stance Detection Benchmark: How Robust Is Your Stance Detection? Benjamin Schiller Johannes Daxenberger Iryna Gurevych 88 98 0 06 Jan 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,332 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 700 24,572 0 26 Jul 2019
Probing Neural Network Comprehension of Natural Language Arguments Timothy Niven Hung-Yu kao AAML 101 455 0 17 Jul 2019
Fine-Grained Argument Unit Recognition and Classification Dietrich Trautmann Johannes Daxenberger Christian Stab Hinrich Schütze Iryna Gurevych 49 64 0 22 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis Andrew Moore Paul Rayson 40 10 0 13 Jun 2018
Argument Mining with Structured SVMs and RNNs Vlad Niculae Joonsuk Park Claire Cardie 62 104 0 23 Apr 2017
Neural End-to-End Learning for Computational Argumentation Mining Steffen Eger Johannes Daxenberger Iryna Gurevych 67 193 0 20 Apr 2017