e-SNLI: Natural Language Inference with Natural Language Explanations

4 December 2018

Papers citing "e-SNLI: Natural Language Inference with Natural Language Explanations"

50 / 425 papers shown

Title
Towards Budget-Friendly Model-Agnostic Explanation Generation for Large Language Models Junhao Liu Haonan Yu Xin Zhang LRM 2 0 0 18 May 2025
Search-Based Correction of Reasoning Chains for Language Models Minsu Kim Jean-Pierre Falet Oliver E. Richardson Xiaoyin Chen Moksh Jain Sungjin Ahn Sungsoo Ahn Yoshua Bengio KELM ReLM LRM 7 0 0 17 May 2025
Unpacking Robustness in Inflectional Languages: Adversarial Evaluation and Mechanistic Insights Paweł Walkowiak Marek Klonowski Marcin Oleksy Arkadiusz Janz AAML 36 0 0 08 May 2025
Pushing the boundary on Natural Language Inference Pablo Miralles-González Javier Huertas-Tato Alejandro Martín David Camacho LRM 44 0 0 25 Apr 2025
ChartQA-X: Generating Explanations for Charts Shamanthak Hegde Pooyan Fazli H. Seifi 27 0 0 17 Apr 2025
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction Mengying Yuan Wenhao Wang Zixuan Wang Yujie Huang Kangli Wei Fei Li Chong Teng Donghong Ji 35 0 0 11 Apr 2025
Model-Agnostic Policy Explanations with Large Language Models Zhang Xi-Jia Yue (Sophie) Guo Shufei Chen Simon Stepputtis Matthew C. Gombolay Katia P. Sycara Joseph Campbell LM&Ro LRM 57 0 0 08 Apr 2025
PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement Xin Quan Marco Valentino Danilo S. Carvalho Dhairya Dalal André Freitas LRM 38 0 0 05 Apr 2025
Noiser: Bounded Input Perturbations for Attributing Large Language Models Mohammad Reza Ghasemi Madani Aryo Pradipta Gema Gabriele Sarti Yu Zhao Pasquale Minervini Andrea Passerini AAML 35 0 0 03 Apr 2025
CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization Brihi Joshi Sriram Venkatapathy Mohit Bansal Nanyun Peng Haw-Shiuan Chang LRM 51 0 0 21 Mar 2025
Faithfulness of LLM Self-Explanations for Commonsense Tasks: Larger Is Better, and Instruction-Tuning Allows Trade-Offs but Not Pareto Dominance Noah Y. Siegel N. Heess Maria Perez-Ortiz Oana-Maria Camburu LRM 49 0 0 17 Mar 2025
Reasoning-Grounded Natural Language Explanations for Language Models Vojtech Cahlik Rodrigo Alves Pavel Kordík LRM 59 1 0 14 Mar 2025
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction Jian Zhang Bifan Wei Shihao Qi Haiping Zhu Jun Liu Qika Lin 47 0 0 14 Mar 2025
Cross-Examiner: Evaluating Consistency of Large Language Model-Generated Explanations Danielle Villa Maria Chang K. Murugesan Rosario A. Uceda-Sosa K. Ramamurthy LRM 55 0 0 11 Mar 2025
Tgea: An error-annotated dataset and benchmark tasks for text generation from pretrained language models Jie He Bo Peng Yi-Lun Liao Qun Liu Deyi Xiong 62 8 0 06 Mar 2025
Disparities in LLM Reasoning Accuracy and Explanations: A Case Study on African American English Runtao Zhou Guangya Wan Saadia Gabriel Sheng Li Alexander J Gates Maarten Sap Thomas Hartvigsen LRM 70 0 0 06 Mar 2025
ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models Simeng Han Frank Palma Gomez Tu Vu Zefei Li Daniel Cer Hansi Zeng Chris Tar Arman Cohan Gustavo Hernández Ábrego 59 1 0 24 Feb 2025
Entailment-Preserving First-order Logic Representations in Natural Language Entailment Jinu Lee Qi Liu Runzhi Ma Vincent Han Ziqi Wang Heng Ji J. Hockenmaier 54 0 0 24 Feb 2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing Vlad-Andrei Negru Robert Vacareanu Camelia Lemnaru Mihai Surdeanu Rodica Potolea 99 0 0 13 Feb 2025
Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection Maximilian Spliethover Tim Knebler Fabian Fumagalli Maximilian Muschalik Barbara Hammer Eyke Hüllermeier Henning Wachsmuth 105 1 0 10 Feb 2025
Aligning Black-box Language Models with Human Judgments Gerrit J. J. van den Burg Gen Suzuki Wei Liu Murat Sensoy ALM 82 0 0 07 Feb 2025
Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks Jing Yang Max Glockner Anderson de Rezende Rocha Iryna Gurevych LRM 73 1 0 07 Feb 2025
Evaluating the Effectiveness of XAI Techniques for Encoder-Based Language Models Melkamu Mersha Mesay Gemeda Yigezu Jugal Kalita ELM 51 3 0 26 Jan 2025
A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference Duc Hau Nguyen Duc Hau Nguyen Pascale Sébillot 52 5 0 23 Jan 2025
Regularization, Semi-supervision, and Supervision for a Plausible Attention-Based Explanation Duc Hau Nguyen Cyrielle Mallart Guillaume Gravier Pascale Sébillot 60 0 0 22 Jan 2025
An Automated Explainable Educational Assessment System Built on LLMs Jiazheng Li Artem Bobrov David West Cesare Aloisi Yulan He 80 1 0 17 Dec 2024
When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations Huaizhi Ge Yiming Li Qifan Wang Yongfeng Zhang Ruixiang Tang AAML SILM 86 0 0 19 Nov 2024
TAGExplainer: Narrating Graph Explanations for Text-Attributed Graph Learning Models Bo Pan Zhen Xiong Guanchen Wu Zheng Zhang Yifei Zhang Liang Zhao FAtt 36 1 0 20 Oct 2024
Towards Faithful Natural Language Explanations: A Study Using Activation Patching in Large Language Models Wei Jie Yeo Ranjan Satapathy Erik Cambria 34 0 0 18 Oct 2024
LLM-Human Pipeline for Cultural Context Grounding of Conversations Rajkumar Pujari Dan Goldwasser 38 1 0 17 Oct 2024
PromptExp: Multi-granularity Prompt Explanation of Large Language Models Ximing Dong Shaowei Wang Dayi Lin Gopi Krishnan Rajbahadur Boquan Zhou Shichao Liu Ahmed E. Hassan AAML LRM 30 1 0 16 Oct 2024
Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting Maxime Kayser Bayar I. Menzat Cornelius Emde Bogdan Bercean Alex Novak Abdala Espinosa B. Papież Susanne Gaube Thomas Lukasiewicz Oana-Maria Camburu 29 1 0 16 Oct 2024
AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment Jiazheng Li Artem Bobrov David West Cesare Aloisi Yulan He 22 1 0 12 Oct 2024
Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning Abhinav Bandari L. Yin Cheng-Yu Hsieh Ajay Kumar Jaiswal Tianlong Chen Li Shen Ranjay Krishna Shiwei Liu 36 6 0 09 Oct 2024
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures Ekaterina Sviridova Anar Yeginbergen A. Estarrona Elena Cabrio S. Villata Rodrigo Agerri 44 2 0 07 Oct 2024
Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing Daking Rai Rydia R. Weiland Kayla Margaret Gabriella Herrera Tyler H. Shaw Ziyu Yao 41 1 0 05 Oct 2024
F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI Xu Zheng Farhad Shirani Zhuomin Chen Chaohao Lin Wei Cheng Wenbo Guo Dongsheng Luo AAML 38 0 0 03 Oct 2024
Enhancing SLM via ChatGPT and Dataset Augmentation Tom Pieper Mohamad Ballout U. Krumnack Gunther Heidemann Kai-Uwe Kühnberger 33 0 0 19 Sep 2024
Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights Mohamad Ballout U. Krumnack Gunther Heidemann Kai-Uwe Kühnberger 35 2 0 19 Sep 2024
ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering Priyesh Vakharia Abigail Kufeldt Max Meyers Ian Lane Leilani H. Gilpin 34 0 0 17 Sep 2024
Enhancing adversarial robustness in Natural Language Inference using explanations Alexandros Koulakos Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou SILM AAML 43 0 0 11 Sep 2024
Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem Qianli Wang Tatiana Anikina Nils Feldhus Simon Ostermann Sebastian Möller Vera Schmitt LRM 38 0 0 11 Sep 2024
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language ZHAOYUE SUN Jiazheng Li Gabriele Pergola Yulan He 32 0 0 09 Sep 2024
Diagnostic Reasoning in Natural Language: Computational Model and Application Nils Dycke Matej Zečević Ilia Kuznetsov Beatrix Suess Kristian Kersting Iryna Gurevych LRM 38 0 0 09 Sep 2024
Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models Yuncheng Yang Yulei Qin Tong Wu Zihan Xu Gang Li ... Yuchen Shi Ke Li Xing Sun Jie Yang Yun Gu ALM OffRL MoE 54 0 0 28 Aug 2024
Adversarial Attack for Explanation Robustness of Rationalization Models Yuankai Zhang Lingxiao Kong Haozhao Wang Ruixuan Li Jun Wang Yuhua Li Wei Liu AAML 37 1 0 20 Aug 2024
Development of REGAI: Rubric Enabled Generative Artificial Intelligence Zach Johnson Jeremy Straub 41 1 0 05 Aug 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models Bowen Wang Jiuyang Chang Yiming Qian Guoxin Chen Junhao Chen Zhouqiang Jiang Jiahao Zhang Yuta Nakashima Hajime Nagahara LM&MA ELM LRM 40 3 0 04 Aug 2024
Data Contamination Report from the 2024 CONDA Shared Task Oscar Sainz Iker García-Ferrero Alon Jacovi Jonas Hanselle Yanai Elazar ... Yu-Min Tseng Vishaal Udandarao Zengzhi Wang Ruijie Xu Jinglin Yang 48 5 0 31 Jul 2024
Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach Adam Wojciechowski Mateusz Lango Ondrej Dusek FAtt 51 0 0 30 Jul 2024