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
Are self-explanations from Large Language Models faithful? Andreas Madsen Sarath Chandar Siva Reddy LRM 30 25 0 15 Jan 2024
The Critique of Critique Shichao Sun Junlong Li Weizhe Yuan Ruifeng Yuan Wenjie Li Pengfei Liu ELM 40 0 0 09 Jan 2024
Don't Believe Everything You Read: Enhancing Summarization Interpretability through Automatic Identification of Hallucinations in Large Language Models Priyesh Vakharia Devavrat Joshi Meenal Chavan Dhananjay Sonawane Bhrigu Garg Parsa Mazaheri HILM 41 1 0 22 Dec 2023
Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA Chengen Lai Shengli Song Shiqi Meng Jingyang Li Sitong Yan Guangneng Hu 23 5 0 21 Dec 2023
ALMANACS: A Simulatability Benchmark for Language Model Explainability Edmund Mills Shiye Su Stuart J. Russell Scott Emmons 54 7 0 20 Dec 2023
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning Yougang Lyu Jitai Hao Zihan Wang Kai Zhao Shen Gao Pengjie Ren Zhumin Chen Fang Wang Zhaochun Ren AILaw 19 9 0 10 Dec 2023
A Study on the Calibration of In-context Learning Hanlin Zhang Yi-Fan Zhang Yaodong Yu Dhruv Madeka Dean Phillips Foster Eric Xing Hima Lakkaraju Sham Kakade 34 15 0 07 Dec 2023
Understanding Your Agent: Leveraging Large Language Models for Behavior Explanation Xijia Zhang Yue (Sophie) Guo Simon Stepputtis Katia P. Sycara Joseph Campbell LLMAG LM&Ro 28 1 0 29 Nov 2023
More Samples or More Prompts? Exploring Effective In-Context Sampling for LLM Few-Shot Prompt Engineering Bingsheng Yao Guiming Hardy Chen Ruishi Zou Yuxuan Lu Jiachen Li Shao Zhang Yisi Sang Sijia Liu James A. Hendler Dakuo Wang 45 13 0 16 Nov 2023
Where Do People Tell Stories Online? Story Detection Across Online Communities Maria Antoniak Joel Mire Maarten Sap Elliott Ash Andrew Piper 42 10 0 16 Nov 2023
Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation Yikun Wang Rui Zheng Haoming Li Qi Zhang Tao Gui Fei Liu OffRL 25 3 0 15 Nov 2023
XplainLLM: A QA Explanation Dataset for Understanding LLM Decision-Making Zichen Chen Jianda Chen Mitali Gaidhani Ambuj K. Singh Misha Sra 38 4 0 15 Nov 2023
Formal Proofs as Structured Explanations: Proposing Several Tasks on Explainable Natural Language Inference Lasha Abzianidze LRM XAI 18 0 0 15 Nov 2023
Using Natural Language Explanations to Improve Robustness of In-context Learning Xuanli He Yuxiang Wu Oana-Maria Camburu Pasquale Minervini Pontus Stenetorp AAML 31 1 0 13 Nov 2023
On Measuring Faithfulness or Self-consistency of Natural Language Explanations Letitia Parcalabescu Anette Frank LRM 74 22 0 13 Nov 2023
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning Yue Yu Jiaming Shen Tianqi Liu Zhen Qin Jing Nathan Yan Jialu Liu Chao Zhang Michael Bendersky 54 6 0 13 Nov 2023
Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks Aditi Mishra Sajjadur Rahman H. Kim Kushan Mitra Estevam R. Hruschka 21 6 0 09 Nov 2023
Little Giants: Exploring the Potential of Small LLMs as Evaluation Metrics in Summarization in the Eval4NLP 2023 Shared Task Neema Kotonya Saran Krishnasamy Joel R. Tetreault Alejandro Jaimes 24 9 0 01 Nov 2023
Interpretable-by-Design Text Understanding with Iteratively Generated Concept Bottleneck Josh Magnus Ludan Qing Lyu Yue Yang Liam Dugan Mark Yatskar Chris Callison-Burch 35 4 0 30 Oct 2023
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise Nan He Hanyu Lai Chenyang Zhao Zirui Cheng Junting Pan ... Zhaohui Hou Zhiyuan Huang Shaoqing Lu Ding Liang Mingjie Zhan LRM 29 13 0 29 Oct 2023
What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations Kavel Rao Liwei Jiang Valentina Pyatkin Yuling Gu Niket Tandon Nouha Dziri Faeze Brahman Yejin Choi 26 15 0 24 Oct 2023
Cross-Modal Conceptualization in Bottleneck Models Danis Alukaev S. Kiselev Ilya S. Pershin Bulat Ibragimov Vladimir Ivanov Alexey Kornaev Ivan Titov 41 7 0 23 Oct 2023
REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization Mohammad Reza Ghasemi Madani Pasquale Minervini 35 4 0 22 Oct 2023
Can Language Models Laugh at YouTube Short-form Videos? Dayoon Ko Sangho Lee Gunhee Kim 36 7 0 22 Oct 2023
Ecologically Valid Explanations for Label Variation in NLI Nan-Jiang Jiang Chenhao Tan M. Marneffe FAtt 29 4 0 20 Oct 2023
Explainable Depression Symptom Detection in Social Media Eliseo Bao Souto Anxo Perez Javier Parapar 30 5 0 20 Oct 2023
Explaining Interactions Between Text Spans Sagnik Ray Choudhury Pepa Atanasova Isabelle Augenstein 23 1 0 20 Oct 2023
Rather a Nurse than a Physician -- Contrastive Explanations under Investigation Oliver Eberle Ilias Chalkidis Laura Cabello Stephanie Brandl 26 9 0 18 Oct 2023
Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations Shiyuan Huang Siddarth Mamidanna Shreedhar Jangam Yilun Zhou Leilani H. Gilpin LRM MILM ELM 43 66 0 17 Oct 2023
EXMODD: An EXplanatory Multimodal Open-Domain Dialogue dataset Hang Yin Pinren Lu Ziang Li Bin Sun Kan Li 39 0 0 17 Oct 2023
EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification Huanhuan Ma Weizhi Xu Yifan Wei Liuji Chen Liang Wang Qiang Liu Shu Wu Liang Wang 32 14 0 15 Oct 2023
Visual Attention Prompted Prediction and Learning Yifei Zhang Siyi Gu Bo Pan Guangji Bai Meikang Qiu Xiaofeng Yang Liang Zhao LRM VLM 38 2 0 12 Oct 2023
Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods Jonathan Kamp Lisa Beinborn Antske Fokkens FAtt 41 1 0 09 Oct 2023
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations Nils Feldhus Qianli Wang Tatiana Anikina Sahil Chopra Cennet Oguz Sebastian Möller 34 11 0 09 Oct 2023
Measuring Information in Text Explanations Zining Zhu Frank Rudzicz FAtt 32 0 0 06 Oct 2023
SocREval: Large Language Models with the Socratic Method for Reference-Free Reasoning Evaluation Hangfeng He Hongming Zhang Dan Roth LRM ELM ReLM 30 13 0 29 Sep 2023
Towards LLM-guided Causal Explainability for Black-box Text Classifiers Amrita Bhattacharjee Raha Moraffah Joshua Garland Huan Liu 32 33 0 23 Sep 2023
Explaining Agent Behavior with Large Language Models Xijia Zhang Yue (Sophie) Guo Simon Stepputtis Katia P. Sycara Joseph Campbell LM&Ro LLMAG 38 6 0 19 Sep 2023
X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs Juan Diego Rodriguez Katrin Erk Greg Durrett 36 4 0 16 Sep 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer Arkadiy Saakyan Smaranda Muresan 26 3 0 15 Sep 2023
Learning by Self-Explaining Wolfgang Stammer Felix Friedrich David Steinmann Manuel Brack Hikaru Shindo Kristian Kersting 29 7 0 15 Sep 2023
Reward Engineering for Generating Semi-structured Explanation Jiuzhou Han Wray L. Buntine Ehsan Shareghi LRM 22 0 0 15 Sep 2023
FIND: A Function Description Benchmark for Evaluating Interpretability Methods Sarah Schwettmann Tamar Rott Shaham Joanna Materzyñska Neil Chowdhury Shuang Li Jacob Andreas David Bau Antonio Torralba 18 19 0 07 Sep 2023
S3C: Semi-Supervised VQA Natural Language Explanation via Self-Critical Learning Wei Suo Mengyang Sun Weisong Liu Yi-Meng Gao Peifeng Wang Yanning Zhang Qi Wu LRM 38 7 0 05 Sep 2023
Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks Fawaz Sammani Nikos Deligiannis 13 5 0 17 Aug 2023
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 41 277 0 17 Aug 2023
Shepherd: A Critic for Language Model Generation Tianlu Wang Ping Yu Xiaoqing Ellen Tan Sean O'Brien Ramakanth Pasunuru Jane Dwivedi-Yu O. Yu. Golovneva Luke Zettlemoyer Maryam Fazel-Zarandi Asli Celikyilmaz ALM 42 79 0 08 Aug 2023
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution Ehsan Kamalloo A. Jafari Xinyu Crystina Zhang Nandan Thakur Jimmy J. Lin 32 42 0 31 Jul 2023
Thrust: Adaptively Propels Large Language Models with External Knowledge Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Jianshu Chen KELM 58 5 0 19 Jul 2023
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations Yanda Chen Ruiqi Zhong Narutatsu Ri Chen Zhao He He Jacob Steinhardt Zhou Yu Kathleen McKeown LRM 34 47 0 17 Jul 2023