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
Explaining Patterns in Data with Language Models via Interpretable Autoprompting Chandan Singh John X. Morris J. Aneja Alexander M. Rush Jianfeng Gao LRM 33 0 0 04 Oct 2022
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 114 107 0 22 Sep 2022
Elaboration-Generating Commonsense Question Answering at Scale Wenya Wang Vivek Srikumar Hannaneh Hajishirzi Noah A. Smith ELM LRM 37 15 0 02 Sep 2022
INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations Jialin Yu Alexandra I. Cristea Anoushka Harit Zhongtian Sun O. Aduragba Lei Shi Noura Al Moubayed 29 10 0 02 Sep 2022
Generating Intermediate Steps for NLI with Next-Step Supervision Deepanway Ghosal Somak Aditya Monojit Choudhury LRM 35 1 0 31 Aug 2022
Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives Alex Bogatu Zili Zhou Dónal Landers André Freitas LRM 27 2 0 02 Aug 2022
Leveraging Explanations in Interactive Machine Learning: An Overview Stefano Teso Öznur Alkan Wolfgang Stammer Elizabeth M. Daly XAI FAtt LRM 26 62 0 29 Jul 2022
An Interpretability Evaluation Benchmark for Pre-trained Language Models Ya-Ming Shen Lijie Wang Ying-Cong Chen Xinyan Xiao Jing Liu Hua Wu 37 4 0 28 Jul 2022
Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks Tilman Raukur A. Ho Stephen Casper Dylan Hadfield-Menell AAML AI4CE 23 124 0 27 Jul 2022
Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations Qian Yang Yunxin Li Baotian Hu Lin Ma Yuxin Ding Min Zhang 27 10 0 23 Jul 2022
Explaining Chest X-ray Pathologies in Natural Language Maxime Kayser Cornelius Emde Oana-Maria Camburu Guy Parsons B. Papież Thomas Lukasiewicz MedIm 18 27 0 09 Jul 2022
Improving Wikipedia Verifiability with AI Fabio Petroni Samuel Broscheit Aleksandra Piktus Patrick Lewis Gautier Izacard ... Timo Schick Pierre-Emmanuel Mazaré Armand Joulin Edouard Grave Sebastian Riedel 10 17 0 08 Jul 2022
FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales Aaron Chan Shaoliang Nie Liang Tan Xiaochang Peng Hamed Firooz Maziar Sanjabi Xiang Ren 47 9 0 02 Jul 2022
Rationale-Augmented Ensembles in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Denny Zhou ReLM LRM 35 124 0 02 Jul 2022
Mediators: Conversational Agents Explaining NLP Model Behavior Nils Feldhus A. Ravichandran Sebastian Möller 38 16 0 13 Jun 2022
Process Knowledge-Infused AI: Towards User-level Explainability, Interpretability, and Safety Amit P. Sheth Manas Gaur Kaushik Roy Revathy Venkataraman Vedant Khandelwal 31 39 0 09 Jun 2022
Investigating the Benefits of Free-Form Rationales Jiao Sun Swabha Swayamdipta Jonathan May Xuezhe Ma 24 14 0 25 May 2022
ER-Test: Evaluating Explanation Regularization Methods for Language Models Brihi Joshi Aaron Chan Ziyi Liu Shaoliang Nie Maziar Sanjabi Hamed Firooz Xiang Ren AAML 38 6 0 25 May 2022
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI Suzanna Sia Anton Belyy Amjad Almahairi Madian Khabsa Luke Zettlemoyer Lambert Mathias LRM 22 13 0 25 May 2022
FLUTE: Figurative Language Understanding through Textual Explanations Tuhin Chakrabarty Arkadiy Saakyan Debanjan Ghosh Smaranda Muresan 52 67 0 24 May 2022
Fine-tuned Language Models are Continual Learners Thomas Scialom Tuhin Chakrabarty Smaranda Muresan CLL LRM 145 117 0 24 May 2022
Enhancing Continual Learning with Global Prototypes: Counteracting Negative Representation Drift Xueying Bai Jinghuan Shang Yifan Sun Niranjan Balasubramanian CLL 35 1 0 24 May 2022
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations Jaehun Jung Lianhui Qin Sean Welleck Faeze Brahman Chandra Bhagavatula Ronan Le Bras Yejin Choi ReLM LRM 229 190 0 24 May 2022
On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization Shruti Palaskar Akshita Bhagia Yonatan Bisk Florian Metze A. Black Ana Marasović 23 4 0 24 May 2022
Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models Joe Stacey Pasquale Minervini Haim Dubossarsky Marek Rei ReLM LRM 29 14 0 23 May 2022
A Fine-grained Interpretability Evaluation Benchmark for Neural NLP Lijie Wang Yaozong Shen Shu-ping Peng Shuai Zhang Xinyan Xiao Hao Liu Hongxuan Tang Ying-Cong Chen Hua Wu Haifeng Wang ELM 19 21 0 23 May 2022
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner D. Ribeiro Shen Wang Xiaofei Ma Rui Dong Xiaokai Wei ... Xinchi Chen Zhiheng Huang Peng Xu Andrew O. Arnold Dan Roth ReLM LRM 19 36 0 18 May 2022
Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction Manikandan Ravikiran Bharathi Raja Chakravarthi 22 3 0 12 May 2022
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning Li Du Xiao Ding Kai Xiong Ting Liu Bing Qin CML 20 62 0 12 May 2022
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning Xi Ye Greg Durrett ReLM LRM 36 168 0 06 May 2022
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation Ruixin Hong Hongming Zhang Xintong Yu Changshui Zhang ReLM LRM 32 33 0 05 May 2022
Scientific Explanation and Natural Language: A Unified Epistemological-Linguistic Perspective for Explainable AI Marco Valentino André Freitas XAI 23 2 0 03 May 2022
Training Language Models with Language Feedback Jérémy Scheurer Jon Ander Campos Jun Shern Chan Angelica Chen Kyunghyun Cho Ethan Perez ALM 44 47 0 29 Apr 2022
A survey on improving NLP models with human explanations Mareike Hartmann Daniel Sonntag LRM 40 21 0 19 Apr 2022
CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations Rakesh R Menon Sayan Ghosh Shashank Srivastava LRM ELM 29 9 0 14 Apr 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 44 175 0 12 Apr 2022
A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference Kerem Zaman Yonatan Belinkov 26 8 0 11 Apr 2022
Single-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions Alicia Parrish H. Trivedi Ethan Perez Angelica Chen Nikita Nangia Jason Phang Sam Bowman 22 14 0 11 Apr 2022
Re-Examining Human Annotations for Interpretable NLP Cheng-Han Chiang Hung-yi Lee FAtt XAI 22 6 0 10 Apr 2022
Fusing finetuned models for better pretraining Leshem Choshen Elad Venezian Noam Slonim Yoav Katz FedML AI4CE MoMe 54 87 0 06 Apr 2022
Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment Zichao Li Prakhar Sharma Xing Han Lù Jackie C.K. Cheung Siva Reddy HAI 25 26 0 06 Apr 2022
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations Leonard Salewski A. Sophia Koepke Hendrik P. A. Lensch Zeynep Akata LRM NAI 33 20 0 05 Apr 2022
Can language models learn from explanations in context? Andrew Kyle Lampinen Ishita Dasgupta Stephanie C. Y. Chan Kory Matthewson Michael Henry Tessler Antonia Creswell James L. McClelland Jane X. Wang Felix Hill LRM ReLM 44 285 0 05 Apr 2022
Interpretation of Black Box NLP Models: A Survey Shivani Choudhary N. Chatterjee S. K. Saha FAtt 34 10 0 31 Mar 2022
Fine-Grained Visual Entailment Christopher Thomas Yipeng Zhang Shih-Fu Chang 27 5 0 29 Mar 2022
LogicInference: A New Dataset for Teaching Logical Inference to seq2seq Models Santiago Ontanon Joshua Ainslie Vaclav Cvicek Zachary Kenneth Fisher NAI ReLM LRM 24 13 0 28 Mar 2022
STaR: Bootstrapping Reasoning With Reasoning E. Zelikman Yuhuai Wu Jesse Mu Noah D. Goodman ReLM LRM 44 429 0 28 Mar 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,273 0 21 Mar 2022
Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei-Ye Zhao Yang Gao Steffen Eger AAML ELM 30 20 0 21 Mar 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning Jiangjie Chen Rui Xu Ziquan Fu Wei Shi Zhongqiao Li Xinbo Zhang Changzhi Sun Lei Li Yanghua Xiao Hao Zhou ELM 23 35 0 16 Mar 2022