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
Refining Skewed Perceptions in Vision-Language Models through Visual Representations Haocheng Dai Sarang Joshi VLM 74 0 0 03 Jan 2025
InjecGuard: Benchmarking and Mitigating Over-defense in Prompt Injection Guardrail Models Hao Li Xiaogeng Liu SILM 42 5 0 30 Oct 2024
Fact Recall, Heuristics or Pure Guesswork? Precise Interpretations of Language Models for Fact Completion Denitsa Saynova Lovisa Hagström Moa Johansson Richard Johansson Marco Kuhlmann HILM 43 0 0 18 Oct 2024
First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning Yoichi Aoki Keito Kudo Tatsuki Kuribayashi Shusaku Sone Masaya Taniguchi Keisuke Sakaguchi Kentaro Inui LRM 29 1 0 23 Jun 2024
Eliciting Informative Text Evaluations with Large Language Models Yuxuan Lu Shengwei Xu Yichi Zhang Yuqing Kong Grant Schoenebeck 36 5 0 23 May 2024
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks Melissa Ailem Katerina Marazopoulou Charlotte Siska James Bono 59 14 0 25 Apr 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Learning Shortcuts: On the Misleading Promise of NLU in Language Models Geetanjali Bihani Julia Taylor Rayz 33 3 0 17 Jan 2024
Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning Lucas Weber Elia Bruni Dieuwke Hupkes 32 24 0 20 Oct 2023
Accurate Use of Label Dependency in Multi-Label Text Classification Through the Lens of Causality Caoyun Fan Wenqing Chen Jidong Tian Yitian Li Hao He Yaohui Jin 49 6 0 11 Oct 2023
GPT-4 Can't Reason Konstantine Arkoudas ELM LRM AI4MH 11 33 0 21 Jul 2023
AMR4NLI: Interpretable and robust NLI measures from semantic graphs Juri Opitz Shira Wein Julius Steen Anette Frank Nathan Schneider 39 0 0 01 Jun 2023
Does ChatGPT have Theory of Mind? B. Holterman Kees van Deemter LRM AI4CE 36 22 0 23 May 2023
Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks Moritz Plenz Juri Opitz Philipp Heinisch Philipp Cimiano Anette Frank 27 9 0 15 May 2023
What's the Meaning of Superhuman Performance in Today's NLU? Simone Tedeschi Johan Bos T. Declerck Jan Hajic Daniel Hershcovich ... Simon Krek Steven Schockaert Rico Sennrich Ekaterina Shutova Roberto Navigli ELM LM&MA VLM ReLM LRM 36 26 0 15 May 2023
Zero-shot Faithful Factual Error Correction Kung-Hsiang Huang Hou Pong Chan Heng Ji KELM HILM 26 30 0 13 May 2023
Modelling Concurrency Bugs Using Machine Learning Teodor Rares Begu 11 0 0 08 May 2023
Can We Identify Stance Without Target Arguments? A Study for Rumour Stance Classification Yue Li Carolina Scarton 31 0 0 22 Mar 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 22 8 0 31 Jan 2023
Counterfactual reasoning: Do language models need world knowledge for causal understanding? Jiaxuan Li Lang-Chi Yu Allyson Ettinger CML LRM 9 1 0 06 Dec 2022
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
GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective Linyi Yang Shuibai Zhang Libo Qin Yafu Li Yidong Wang Hanmeng Liu Jindong Wang Xingxu Xie Yue Zhang ELM 44 79 0 15 Nov 2022
Emergent Linguistic Structures in Neural Networks are Fragile Emanuele La Malfa Matthew Wicker Marta Kiatkowska 22 1 0 31 Oct 2022
Explaining Translationese: why are Neural Classifiers Better and what do they Learn? Kwabena Amponsah-Kaakyire Daria Pylypenko Josef van Genabith C. España-Bonet 24 6 0 24 Oct 2022
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation Junru Lu Xingwei Tan Gabriele Pergola Lin Gui Yulan He 29 10 0 24 Oct 2022
RuCoLA: Russian Corpus of Linguistic Acceptability Vladislav Mikhailov T. Shamardina Max Ryabinin A. Pestova I. Smurov Ekaterina Artemova 30 28 0 23 Oct 2022
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning D. K. Santhosh Kumar Vivek Gupta Soumya Sharma Shuo Zhang LMTD 21 3 0 23 Oct 2022
Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals Maarten De Raedt Fréderic Godin Chris Develder Thomas Demeester 13 1 0 21 Oct 2022
Finding Dataset Shortcuts with Grammar Induction Dan Friedman Alexander Wettig Danqi Chen 25 14 0 20 Oct 2022
On Feature Learning in the Presence of Spurious Correlations Pavel Izmailov Polina Kirichenko Nate Gruver A. Wilson 34 117 0 20 Oct 2022
The Debate Over Understanding in AI's Large Language Models Melanie Mitchell D. Krakauer ELM 74 203 0 14 Oct 2022
Non-Axiomatic Term Logic: A Computational Theory of Cognitive Symbolic Reasoning Kotaro Funakoshi NAI 21 1 0 12 Oct 2022
Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition Jonathan Kamp Lisa Beinborn Antske Fokkens 15 0 0 29 Sep 2022
Probing Spurious Correlations in Popular Event-Based Rumor Detection Benchmarks Jiaying Wu Bryan Hooi 26 5 0 19 Sep 2022
Shortcut Learning of Large Language Models in Natural Language Understanding Mengnan Du Fengxiang He Na Zou Dacheng Tao Xia Hu KELM OffRL 34 84 0 25 Aug 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset Zhihua Jin Xingbo Wang Furui Cheng Chunhui Sun Qun Liu Huamin Qu 32 9 0 17 Aug 2022
Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction Chia-Chi Chuang Donglin Yang Chuan Wen Yang Gao SSL 15 12 0 20 Jul 2022
Evaluation of Semantic Answer Similarity Metrics Farida Mustafazade Peter F. Ebbinghaus 8 2 0 25 Jun 2022
Multilingual HateCheck: Functional Tests for Multilingual Hate Speech Detection Models Paul Röttger Haitham Seelawi Debora Nozza Zeerak Talat Bertie Vidgen 30 65 0 20 Jun 2022
Rectify ViT Shortcut Learning by Visual Saliency Chong Ma Lin Zhao Yuzhong Chen David Liu Xi Jiang Tuo Zhang Xintao Hu Dinggang Shen Dajiang Zhu Tianming Liu ViT 33 20 0 17 Jun 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce Yincen Qu Ningyu Zhang Hui Chen Zelin Dai Zezhong Xu Chengming Wang Xiaoyu Wang Qianglin Chen Huajun Chen 37 6 0 22 May 2022
Down and Across: Introducing Crossword-Solving as a New NLP Benchmark Saurabh Kulshreshtha Olga Kovaleva Namrata Shivagunde Anna Rumshisky ELM LRM 29 4 0 20 May 2022
Clinical Prompt Learning with Frozen Language Models Niall Taylor Yi Zhang Dan W Joyce A. Nevado-Holgado Andrey Kormilitzin VLM LM&MA 16 31 0 11 May 2022
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence Myeongjun Jang Frank Mtumbuka Thomas Lukasiewicz 28 9 0 08 May 2022
Knowledgeable Salient Span Mask for Enhancing Language Models as Knowledge Base Cunxiang Wang Fuli Luo Yanyang Li Runxin Xu Fei Huang Yue Zhang KELM 31 2 0 17 Apr 2022
mGPT: Few-Shot Learners Go Multilingual Oleh Shliazhko Alena Fenogenova Maria Tikhonova Vladislav Mikhailov Anastasia Kozlova Tatiana Shavrina 43 149 0 15 Apr 2022
Invariance Learning based on Label Hierarchy S. Toyota Kenji Fukumizu OOD 19 1 0 29 Mar 2022
Reward Modeling for Mitigating Toxicity in Transformer-based Language Models Farshid Faal K. Schmitt Jia Yuan Yu 13 25 0 19 Feb 2022
CsFEVER and CTKFacts: Acquiring Czech data for fact verification Herbert Ullrich Jan Drchal Martin Rýpar Hana Vincourová Václav Moravec HILM 25 9 0 26 Jan 2022
Unveiling Project-Specific Bias in Neural Code Models Zhiming Li Yanzhou Li Tianlin Li Mengnan Du Bozhi Wu Yushi Cao Yi Li Yang Liu 31 5 0 19 Jan 2022