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
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 40 10 0 27 Jul 2024
Explanation Regularisation through the Lens of Attributions Pedro Ferreira Wilker Aziz Ivan Titov 46 1 0 23 Jul 2024
SwitchCIT: Switching for Continual Instruction Tuning of Large Language Models Xinbo Wu Max Hartman Vidhata Arjun Jayaraman L. Varshney CLL LRM 34 1 0 16 Jul 2024
RVISA: Reasoning and Verification for Implicit Sentiment Analysis Wenna Lai H. Xie Guandong Xu Qing Li LRM 39 1 0 02 Jul 2024
Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application Chuanpeng Yang Wang Lu Yao Zhu Yidong Wang Qian Chen Chenlong Gao Bingjie Yan Yiqiang Chen ALM KELM 44 23 0 02 Jul 2024
Evaluating Human Alignment and Model Faithfulness of LLM Rationale Mohsen Fayyaz Fan Yin Jiao Sun Nanyun Peng 65 3 0 28 Jun 2024
A look under the hood of the Interactive Deep Learning Enterprise (No-IDLE) Daniel Sonntag Michael Barz Thiago S. Gouvêa VLM 52 4 0 27 Jun 2024
LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks A. Bavaresco Raffaella Bernardi Leonardo Bertolazzi Desmond Elliott Raquel Fernández ... David Schlangen Alessandro Suglia Aditya K Surikuchi Ece Takmaz A. Testoni ALM ELM 54 62 0 26 Jun 2024
CAVE: Controllable Authorship Verification Explanations Sahana Ramnath Kartik Pandey Elizabeth Boschee Xiang Ren 61 1 0 24 Jun 2024
PORT: Preference Optimization on Reasoning Traces Salem Lahlou Abdalgader Abubaker Hakim Hacid LRM 41 2 0 23 Jun 2024
CaT-BENCH: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans Yash Kumar Lal Vanya Cohen Nathanael Chambers Niranjan Balasubramanian Raymond Mooney ELM LRM ReLM 39 3 0 22 Jun 2024
Accurate and Nuanced Open-QA Evaluation Through Textual Entailment Peiran Yao Denilson Barbosa ELM 32 6 0 26 May 2024
Sign of the Times: Evaluating the use of Large Language Models for Idiomaticity Detection Dylan Phelps Thomas Pickard Maggie Mi Edward Gow-Smith Aline Villavicencio 50 4 0 15 May 2024
Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Non-Literal Intent Resolution in LLMs Akhila Yerukola Saujas Vaduguru Daniel Fried Maarten Sap 37 1 0 14 May 2024
QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models Wei Wang Zhaowei Li Qi Xu Yiqing Cai Hang Song Qi Qi Ran Zhou Zhida Huang Tao Wang Li Xiao ALM 40 1 0 14 May 2024
The Effect of Model Size on LLM Post-hoc Explainability via LIME Henning Heyen Amy Widdicombe Noah Y. Siegel Maria Perez-Ortiz Philip C. Treleaven LRM 32 1 0 08 May 2024
Zero-shot LLM-guided Counterfactual Generation for Text Amrita Bhattacharjee Raha Moraffah Joshua Garland Huan Liu 46 4 0 08 May 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes Damin Zhang Yi Zhang Geetanjali Bihani Julia Taylor Rayz 53 2 0 06 May 2024
Identification of Entailment and Contradiction Relations between Natural Language Sentences: A Neurosymbolic Approach Xuyao Feng Anthony Hunter 19 2 0 02 May 2024
CEval: A Benchmark for Evaluating Counterfactual Text Generation Van Bach Nguyen Jorg Schlotterer Christin Seifert 36 6 0 26 Apr 2024
Aligning Knowledge Graphs Provided by Humans and Generated from Neural Networks in Specific Tasks Tangrui Li Jun Zhou 43 0 0 23 Apr 2024
Marking: Visual Grading with Highlighting Errors and Annotating Missing Bits Shashank Sonkar Naiming Liu D. B. Mallick Richard G. Baraniuk 35 4 0 22 Apr 2024
Explanation based Bias Decoupling Regularization for Natural Language Inference Jianxiang Zang Hui Liu 16 0 0 20 Apr 2024
The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models Noah Y. Siegel Oana-Maria Camburu N. Heess Maria Perez-Ortiz 26 8 0 04 Apr 2024
Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales Lucas Resck Marcos M. Raimundo Jorge Poco 50 1 0 03 Apr 2024
Using Interpretation Methods for Model Enhancement Zhuo Chen Chengyue Jiang Kewei Tu 21 2 0 02 Apr 2024
Towards a Framework for Evaluating Explanations in Automated Fact Verification Neema Kotonya Francesca Toni 32 5 0 29 Mar 2024
Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning Yongqi Tong Dawei Li Sizhe Wang Yujia Wang Fei Teng Jingbo Shang LRM 34 46 0 29 Mar 2024
ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales? Fan Huang Haewoon Kwak Kunwoo Park Jisun An ALM ELM AI4MH 40 12 0 26 Mar 2024
Learning To Guide Human Decision Makers With Vision-Language Models Debodeep Banerjee Stefano Teso Burcu Sayin Andrea Passerini 37 1 0 25 Mar 2024
A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation Li Yuan Yi Cai Haopeng Ren Jiexin Wang LRM 22 5 0 11 Mar 2024
Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings Wei Zhou Heike Adel Hendrik Schuff Ngoc Thang Vu LRM 32 2 0 08 Mar 2024
Learning to Maximize Mutual Information for Chain-of-Thought Distillation Xin Chen Hanxian Huang Yanjun Gao Yi Wang Jishen Zhao Ke Ding 35 12 0 05 Mar 2024
Finetuned Multimodal Language Models Are High-Quality Image-Text Data Filters Weizhi Wang Khalil Mrini Linjie Yang Sateesh Kumar Yu Tian Xifeng Yan Heng Wang 38 16 0 05 Mar 2024
Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations Stephanie Brandl Oliver Eberle Tiago F. R. Ribeiro Anders Søgaard Nora Hollenstein 40 1 0 29 Feb 2024
RORA: Robust Free-Text Rationale Evaluation Zhengping Jiang Yining Lu Hanjie Chen Daniel Khashabi Benjamin Van Durme Anqi Liu 53 1 0 28 Feb 2024
Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning Debjit Paul Robert West Antoine Bosselut Boi Faltings ReLM LRM 41 21 0 21 Feb 2024
ELAD: Explanation-Guided Large Language Models Active Distillation Yifei Zhang Bo Pan Chen Ling Yuntong Hu Liang Zhao 46 6 0 20 Feb 2024
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations Milan Bhan Jean-Noel Vittaut Nicolas Chesneau Marie-Jeanne Lesot ReLM LRM 34 3 0 19 Feb 2024
How Interpretable are Reasoning Explanations from Prompting Large Language Models? Yeo Wei Jie Ranjan Satapathy Rick Mong Min Zhang ReLM LRM 57 16 0 19 Feb 2024
I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses Xuan Ren Biao Wu Lingqiao Liu 36 5 0 17 Feb 2024
Properties and Challenges of LLM-Generated Explanations Jenny Kunz Marco Kuhlmann 30 20 0 16 Feb 2024
Inference to the Best Explanation in Large Language Models Dhairya Dalal Marco Valentino André Freitas Paul Buitelaar LRM ELM 54 3 0 16 Feb 2024
LogicPrpBank: A Corpus for Logical Implication and Equivalence Zhexiong Liu Jing Zhang Jiaying Lu Wenjing Ma Joyce C. Ho ReLM LRM 42 0 0 14 Feb 2024
Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models Mohamad Ballout U. Krumnack Gunther Heidemann Kai-Uwe Kuehnberger LRM 32 3 0 12 Feb 2024
A Hypothesis-Driven Framework for the Analysis of Self-Rationalising Models Marc Braun Jenny Kunz 16 2 0 07 Feb 2024
SIDU-TXT: An XAI Algorithm for NLP with a Holistic Assessment Approach M. N. Jahromi Satya M. Muddamsetty Asta Sofie Stage Jarlner Anna Murphy Hogenhaug Thomas Gammeltoft-Hansen T. Moeslund 27 2 0 05 Feb 2024
Rethinking Interpretability in the Era of Large Language Models Chandan Singh J. Inala Michel Galley Rich Caruana Jianfeng Gao LRM AI4CE 77 62 0 30 Jan 2024
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations Qianli Wang Tatiana Anikina Nils Feldhus Josef van Genabith Leonhard Hennig Sebastian Möller ELM LRM 18 8 0 23 Jan 2024
Explain Thyself Bully: Sentiment Aided Cyberbullying Detection with Explanation Krishanu Maity Prince Jha Raghav Jain S. Saha P. Bhattacharyya 15 1 0 17 Jan 2024