Search results for "faithfulness"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
61	David T. Nguyen, John F. Canny	MultiView: spatially faithful group video conferencing.	CHI	2005	DBLP DOI BibTeX RDF	spatial faithfulness, video conferencing, gaze, eye contact, deixis
48	David T. Nguyen, John F. Canny	Multiview: improving trust in group video conferencing through spatial faithfulness.	CHI	2007	DBLP DOI BibTeX RDF	spatial faithfulness, CSCW, trust, CMC, video conferencing, eye contact, prisoner's dilemma, gaze awareness, social dilemmas
44	Wei Wang 0075, Xiangyu Wang 0001, Rui Wang 0008	A Spatial Faithful Cooperative System Based on Mixed Presence Groupware Model.	CDVE	2009	DBLP DOI BibTeX RDF	Spatial faithfulness, computer supported remote collaboration
44	Natali Soskin, Oren Kurland, Carmel Domshlak	Navigating in the Dark: Modeling Uncertainty in Ad Hoc Retrieval Using Multiple Relevance Models.	ICTIR	2009	DBLP DOI BibTeX RDF	faithfulness measures, relevance models, ad hoc retrieval
44	Kevin B. Korb, Ann E. Nicholson	The Causal Interpretation of Bayesian Networks.	Innovations in Bayesian Networks	2008	DBLP DOI BibTeX RDF	causal discovery, faithfulness, probabilistic causality, causal power, causal responsibility, Bayesian networks, intervention
44	Damiano Mazza, Michele Pagani	The Separation Theorem for Differential Interaction Nets.	LPAR	2007	DBLP DOI BibTeX RDF	Differential interaction nets, faithfulness, linear logic, observational equivalence, proof-nets
40	David Maxwell Chickering, Christopher Meek	On the incompatibility of faithfulness and monotone DAG faithfulness.	Artif. Intell.	2006	DBLP DOI BibTeX RDF
37	José M. Peña 0001, Johan Björkegren, Jesper Tegnér	Scalable, Efficient and Correct Learning of Markov Boundaries Under the Faithfulness Assumption.	ECSQARU	2005	DBLP DOI BibTeX RDF
37	Zohar Manna, Amir Pnueli	On the Faithfulness of Formal Models.	MFCS	1991	DBLP DOI BibTeX RDF
33	Werner Obermair, Michael Schrefl	Temporally Faithful Execution of Business Transactions.	CAiSE	2000	DBLP DOI BibTeX RDF
33	Tomi Janhunen	On the Intertranslatability of Autoepistemic, Default and Priority Logics, and Parallel Circumscription.	JELIA	1998	DBLP DOI BibTeX RDF
20	Nikolaos Mylonas, Ioannis Mollas, Grigorios Tsoumakas	An attention matrix for every decision: faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classification.	Data Min. Knowl. Discov.	2024	DBLP DOI BibTeX RDF
20	Zhixue Zhao, Nikolaos Aletras	Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models.	CoRR	2024	DBLP DOI BibTeX RDF
20	Chirag Agarwal, Sree Harsha Tanneru, Himabindu Lakkaraju	Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models.	CoRR	2024	DBLP DOI BibTeX RDF
20	Xinshuo Hu, Baotian Hu, Dongfang Li, Xiaoguang Li, Lifeng Shang	Does the Generator Mind its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer.	CoRR	2024	DBLP DOI BibTeX RDF
20	Jiayi Liu, Tinghan Yang, Jennifer Neville	CliqueParcel: An Approach For Batching LLM Prompts That Jointly Optimizes Efficiency And Faithfulness.	CoRR	2024	DBLP DOI BibTeX RDF
20	Michael Hanna 0001, Sandro Pezzelle, Yonatan Belinkov	Have Faith in Faithfulness: Going Beyond Circuit Overlap When Finding Model Mechanisms.	CoRR	2024	DBLP DOI BibTeX RDF
20	Debjit Paul, Robert West 0001, Antoine Bosselut, Boi Faltings	Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning.	CoRR	2024	DBLP DOI BibTeX RDF
20	Huajian Zhang, Yumo Xu, Laura Perez-Beltrachini	Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks.	CoRR	2024	DBLP DOI BibTeX RDF
20	Junyi Wu, Weitai Kang, Hao Tang, Yuan Hong, Yan Yan 0002	On the Faithfulness of Vision Transformer Explanations.	CoRR	2024	DBLP DOI BibTeX RDF
20	Yekyung Kim, Yapei Chang, Marzena Karpinska, Aparna Garimella, Varun Manjunatha, Kyle Lo, Tanya Goyal, Mohit Iyyer	FABLES: Evaluating faithfulness and content selection in book-length summarization.	CoRR	2024	DBLP DOI BibTeX RDF
20	Satyadev Nandakumar, Subin Pulari, Akhil S	Point-to-set Principle and Constructive Dimension Faithfulness.	CoRR	2024	DBLP DOI BibTeX RDF
20	Xiaolei Lu, Jianghong Ma	Does Faithfulness Conflict with Plausibility? An Empirical Study in Explainable AI across NLP Tasks.	CoRR	2024	DBLP DOI BibTeX RDF
20	Akshay Chaturvedi, Swarnadeep Bhar, Soumadeep Saha, Utpal Garain, Nicholas Asher	Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering.	Comput. Linguistics	2024	DBLP DOI BibTeX RDF
20	Narjes Delpisheh, Yllias Chali	Improving Faithfulness in Abstractive Text Summarization with EDUs Using BART (Student Abstract).	AAAI	2024	DBLP DOI BibTeX RDF
20	Changqing Qiu, Fusheng Jin, Yining Zhang	Empowering CAM-Based Methods with Capability to Generate Fine-Grained and High-Faithfulness Explanations.	AAAI	2024	DBLP DOI BibTeX RDF
20	Huajian Zhang, Yumo Xu, Laura Perez-Beltrachini	Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks.	EACL (1)	2024	DBLP BibTeX RDF
20	José Pereira Amorim, Pedro H. Abreu, João A. M. Santos, Marc Cortes, Victor Vila	Evaluating the faithfulness of saliency maps in explaining deep learning models using realistic perturbations.	Inf. Process. Manag.	2023	DBLP DOI BibTeX RDF
20	Jinwen He, Kai Chen 0012, Guozhu Meng, Jiangshan Zhang, Congyi Li	Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing.	CoRR	2023	DBLP DOI BibTeX RDF
20	Anirudh Mittal, Timo Schick, Mikel Artetxe, Jane Dwivedi-Yu	Evaluation of Faithfulness Using the Longest Supported Subsequence.	CoRR	2023	DBLP DOI BibTeX RDF
20	Yilun Zhao 0001, Zhenting Qi, Linyong Nan, Lorenzo Jaime Yu Flores, Dragomir Radev	LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control.	CoRR	2023	DBLP DOI BibTeX RDF
20	Evgeniia Razumovskaia, Ivan Vulic, Pavle Markovic, Tomasz Cichy, Qian Zheng, Tsung-Hsien Wen, Pawel Budzianowski	Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning.	CoRR	2023	DBLP DOI BibTeX RDF
20	Andreas Madsen, Siva Reddy, Sarath Chandar	Faithfulness Measurable Masked Language Models.	CoRR	2023	DBLP DOI BibTeX RDF
20	Brian Barr, Noah Fatsi, Leif Hancox-Li, Peter Richter, Daniel Proano, Caleb Mok	The Disagreement Problem in Faithfulness Metrics.	CoRR	2023	DBLP DOI BibTeX RDF
20	Pepa Atanasova, Oana-Maria Camburu, Christina Lioma, Thomas Lukasiewicz, Jakob Grue Simonsen, Isabelle Augenstein	Faithfulness Tests for Natural Language Explanations.	CoRR	2023	DBLP DOI BibTeX RDF
20	Julius Steen, Juri Opitz, Anette Frank, Katja Markert	With a Little Push, NLI Models can Robustly and Efficiently Predict Faithfulness.	CoRR	2023	DBLP DOI BibTeX RDF
20	Vaibhav Adlakha, Parishad BehnamGhader, Xing Han Lu, Nicholas Meade, Siva Reddy	Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering.	CoRR	2023	DBLP DOI BibTeX RDF
20	Nan Zhang, Yusen Zhang 0001, Wu Guo, Prasenjit Mitra, Rui Zhang 0037	FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization.	CoRR	2023	DBLP DOI BibTeX RDF
20	Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma, Wei Xiao 0001, Feng Nan, Nicholas Dingwall, William Yang Wang, Kathleen R. McKeown	SWING: Balancing Coverage and Faithfulness for Dialogue Summarization.	CoRR	2023	DBLP DOI BibTeX RDF
20	Qi Jia 0003, Siyu Ren, Yizhu Liu, Kenny Q. Zhu	Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model.	CoRR	2023	DBLP DOI BibTeX RDF
20	Lijie Hu, Yixin Liu, Ninghao Liu, Mengdi Huai, Lichao Sun 0001, Di Wang 0015	Improving Faithfulness for Vision Transformers.	CoRR	2023	DBLP DOI BibTeX RDF
20	David Wan, Mengwen Liu, Kathleen R. McKeown, Markus Dreyer, Mohit Bansal	Faithfulness-Aware Decoding Strategies for Abstractive Summarization.	CoRR	2023	DBLP DOI BibTeX RDF
20	Jinghong Chen, Weizhe Lin, Bill Byrne	Schema-Guided Semantic Accuracy: Faithfulness in Task-Oriented Dialogue Response Generation.	CoRR	2023	DBLP DOI BibTeX RDF
20	Ansh Radhakrishnan, Karina Nguyen, Anna Chen, Carol Chen, Carson Denison, Danny Hernandez, Esin Durmus, Evan Hubinger, Jackson Kernion, Kamile Lukosiute, Newton Cheng, Nicholas Joseph, Nicholas Schiefer, Oliver Rausch, Sam McCandlish, Sheer El Showk, Tamera Lanham, Tim Maxwell, Venkatesa Chandrasekaran, Zac Hatfield-Dodds, Jared Kaplan, Jan Brauner, Samuel R. Bowman, Ethan Perez	Question Decomposition Improves the Faithfulness of Model-Generated Reasoning.	CoRR	2023	DBLP DOI BibTeX RDF
20	Kalpesh Krishna, Erin Bransom, Bailey Kuehl, Mohit Iyyer, Pradeep Dasigi, Arman Cohan, Kyle Lo	LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization.	CoRR	2023	DBLP DOI BibTeX RDF
20	Letitia Parcalabescu, Anette Frank	On Measuring Faithfulness of Natural Language Explanations.	CoRR	2023	DBLP DOI BibTeX RDF
20	Jakob Ambsdorf	Benchmarking Faithfulness: Towards Accurate Natural Language Explanations in Vision-Language Tasks.	CoRR	2023	DBLP DOI BibTeX RDF
20	Wei-Lin Chen, Cheng-Kuang Wu, Hsin-Hsi Chen, Chung-Chi Chen 0001	Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation.	CoRR	2023	DBLP DOI BibTeX RDF
20	Vikram V. Ramaswamy, Sunnie S. Y. Kim, Ruth Fong, Olga Russakovsky	UFO: A unified method for controlling Understandability and Faithfulness Objectives in concept-based explanations for CNNs.	CoRR	2023	DBLP DOI BibTeX RDF
20	Griffin Adams, Jason Zucker 0001, Noémie Elhadad	A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization.	CoRR	2023	DBLP DOI BibTeX RDF
20	Bo Li, Gexiang Fang, Yang Yang 0006, Quansen Wang, Wei Ye 0004, Wen Zhao, Shikun Zhang	Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness.	CoRR	2023	DBLP DOI BibTeX RDF
20	Yushi Hu, Benlin Liu, Jungo Kasai, Yizhong Wang, Mari Ostendorf, Ranjay Krishna, Noah A. Smith	TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering.	CoRR	2023	DBLP DOI BibTeX RDF
20	Yang Zhang, Yawei Li, Hannah Brown, Mina Rezaei, Bernd Bischl, Philip H. S. Torr, Ashkan Khakzar, Kenji Kawaguchi	AttributionLab: Faithfulness of Feature Attribution Under Controllable Environments.	CoRR	2023	DBLP DOI BibTeX RDF
20	Tessa Han, Yasha Ektefaie, Maha Farhat, Marinka Zitnik, Himabindu Lakkaraju	Is Ignorance Bliss? The Role of Post Hoc Explanation Faithfulness and Alignment in Model Trust in Laypeople and Domain Experts.	CoRR	2023	DBLP DOI BibTeX RDF
20	Tamera Lanham, Anna Chen, Ansh Radhakrishnan, Benoit Steiner, Carson Denison, Danny Hernandez, Dustin Li, Esin Durmus, Evan Hubinger, Jackson Kernion, Kamile Lukosiute, Karina Nguyen, Newton Cheng, Nicholas Joseph, Nicholas Schiefer, Oliver Rausch, Robin Larson, Sam McCandlish, Sandipan Kundu, Saurav Kadavath, Shannon Yang, Thomas Henighan, Timothy Maxwell, Timothy Telleen-Lawton, Tristan Hume, Zac Hatfield-Dodds, Jared Kaplan, Jan Brauner, Samuel R. Bowman, Ethan Perez	Measuring Faithfulness in Chain-of-Thought Reasoning.	CoRR	2023	DBLP DOI BibTeX RDF
20	Zhixue Zhao, Nikolaos Aletras	Incorporating Attribution Importance for Improving Faithfulness Metrics.	CoRR	2023	DBLP DOI BibTeX RDF
20	Victor Lacerda, Ana Ozaki, Ricardo Guimarães 0001	Strong Faithfulness for ELH Ontology Embeddings.	CoRR	2023	DBLP DOI BibTeX RDF
20	Sabrina Chiesurin, Dimitris Dimakopoulos, Marco Antonio Sobrevilla Cabezudo, Arash Eshghi, Ioannis Papaioannou, Verena Rieser, Ioannis Konstas	The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering.	CoRR	2023	DBLP DOI BibTeX RDF
20	Changqing Qiu, Fusheng Jin, Yining Zhang	Fine-Grained and High-Faithfulness Explanations for Convolutional Neural Networks.	CoRR	2023	DBLP DOI BibTeX RDF
20	Yijie Chen, Yijin Liu, Fandong Meng, Yufeng Chen 0005, Jinan Xu, Jie Zhou 0016	Improving Translation Faithfulness of Large Language Models via Augmenting Instructions.	CoRR	2023	DBLP DOI BibTeX RDF
20	Yushi Hu, Benlin Liu, Jungo Kasai, Yizhong Wang, Mari Ostendorf, Ranjay Krishna, Noah A. Smith	TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering.	ICCV	2023	DBLP DOI BibTeX RDF
20	Jinwen He, Kai Chen 0012, Guozhu Meng, Jiangshan Zhang, Congyi Li	Good-looking but Lacking Faithfulness: Understanding Local Explanation Methods through Trend-based Testing.	CCS	2023	DBLP DOI BibTeX RDF
20	Fiammetta Marulli, Pierluigi Paganini, Fabio Lancellotti	Exploring the Faithfulness of Synthetic Data by Generative Models.	ICMLA	2023	DBLP DOI BibTeX RDF
20	Anastasia Volkova, Rémi Garcia 0002, Florent de Dinechin, Martin Kumm	Hardware-Optimal Digital FIR Filters: One ILP to Rule Them all and in Faithfulness Bind Them.	ACSSC	2023	DBLP DOI BibTeX RDF
20	Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma, Wei Xiao 0001, Feng Nan, Nicholas Dingwall, William Yang Wang, Kathleen R. McKeown	SWING: Balancing Coverage and Faithfulness for Dialogue Summarization.	EACL (Findings)	2023	DBLP DOI BibTeX RDF
20	Yilun Zhao 0001, Zhenting Qi, Linyong Nan, Lorenzo Jaime Yu Flores, Dragomir Radev	LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control.	EACL	2023	DBLP DOI BibTeX RDF
20	Kalpesh Krishna, Erin Bransom, Bailey Kuehl, Mohit Iyyer, Pradeep Dasigi, Arman Cohan, Kyle Lo	LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization.	EACL	2023	DBLP DOI BibTeX RDF
20	David Wan, Mengwen Liu, Kathleen R. McKeown, Markus Dreyer, Mohit Bansal	Faithfulness-Aware Decoding Strategies for Abstractive Summarization.	EACL	2023	DBLP DOI BibTeX RDF
20	Haoyu Wang 0005, Hongming Zhang 0009, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen	Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction.	EACL	2023	DBLP DOI BibTeX RDF
20	Kun Zhang, Oana Balalau, Ioana Manolescu	FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation.	EMNLP (Findings)	2023	DBLP DOI BibTeX RDF
20	Qi Jia 0003, Siyu Ren, Yizhu Liu, Kenny Q. Zhu	Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model.	EMNLP	2023	DBLP DOI BibTeX RDF
20	Wei-Lin Chen, Cheng-Kuang Wu, Hsin-Hsi Chen, Chung-Chi Chen 0001	Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation.	EMNLP	2023	DBLP DOI BibTeX RDF
20	Nan Zhang, Yusen Zhang, Wu Guo, Prasenjit Mitra, Rui Zhang 0037	FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization.	EMNLP	2023	DBLP DOI BibTeX RDF
20	Xuhong Li 0002, Mengnan Du, Jiamin Chen, Yekun Chai, Himabindu Lakkaraju, Haoyi Xiong	M4: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models.	NeurIPS	2023	DBLP BibTeX RDF
20	Bixuan Li, Qifu Chen, Jinlin Lin, Sai Li, Jerome Yen	Assessing GPT-4 Generated Abstracts: Text Relevance and Detectors Based on Faithfulness, Expressiveness, and Elegance Principle.	DMBD (1)	2023	DBLP DOI BibTeX RDF
20	Zeren Tan, Yang Tian	Robust Explanation for Free or At the Cost of Faithfulness.	ICML	2023	DBLP BibTeX RDF
20	Griffin Adams, Jason Zuckerg, Noémie Elhadad	A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization.	MLHC	2023	DBLP BibTeX RDF
20	Liang Ma, Shuyang Cao, Robert L. Logan IV, Di Lu, Shihao Ran, Ke Zhang, Joel R. Tetreault, Alejandro Jaimes	BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness Metrics.	ACL (1)	2023	DBLP DOI BibTeX RDF
20	Zhixue Zhao, Nikolaos Aletras	Incorporating Attribution Importance for Improving Faithfulness Metrics.	ACL (1)	2023	DBLP DOI BibTeX RDF
20	Sabrina Chiesurin, Dimitris Dimakopoulos, Marco Antonio Sobrevilla Cabezudo, Arash Eshghi, Ioannis Papaioannou, Verena Rieser, Ioannis Konstas	The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering.	ACL (Findings)	2023	DBLP DOI BibTeX RDF
20	Pepa Atanasova, Oana-Maria Camburu, Christina Lioma, Thomas Lukasiewicz, Jakob Grue Simonsen, Isabelle Augenstein	Faithfulness Tests for Natural Language Explanations.	ACL (2)	2023	DBLP DOI BibTeX RDF
20	Julius Steen, Juri Opitz, Anette Frank, Katja Markert	With a Little Push, NLI Models can Robustly and Efficiently Predict Faithfulness.	ACL (2)	2023	DBLP DOI BibTeX RDF
20	Zhouhang Xie, Julian J. McAuley, Bodhisattwa Prasad Majumder	On Faithfulness and Coherence of Language Explanations for Recommendation Systems.	CoRR	2022	DBLP DOI BibTeX RDF
20	Haoyu Wang 0005, Hongming Zhang 0009, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen	Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction.	CoRR	2022	DBLP DOI BibTeX RDF
20	Julia El Zini, Mohamad Mansour 0002, Basel Mousi, Mariette Awad	On the Evaluation of the Plausibility and Faithfulness of Sentiment Analysis Explanations.	CoRR	2022	DBLP DOI BibTeX RDF
20	Akshay Chaturvedi, Swarnadeep Bhar, Soumadeep Saha, Utpal Garain, Nicholas Asher	Analyzing Semantic Faithfulness of Language Models via Input Intervention on Conversational Question Answering.	CoRR	2022	DBLP DOI BibTeX RDF
20	Hui Li, Zihao Li, Rui Ma 0011, Tieru Wu	FD-CAM: Improving Faithfulness and Discriminability of Visual Explanation for CNNs.	CoRR	2022	DBLP DOI BibTeX RDF
20	Chun Sik Chan, Huanqi Kong, Guanqing Liang	A Comparative Study of Faithfulness Metrics for Model Interpretability Methods.	CoRR	2022	DBLP DOI BibTeX RDF
20	Bin Wang, Chen Zhang, Yan Zhang 0004, Yiming Chen, Haizhou Li 0001	Analyzing and Evaluating Faithfulness in Dialogue Summarization.	CoRR	2022	DBLP DOI BibTeX RDF
20	Angie Boggust, Harini Suresh, Hendrik Strobelt, John V. Guttag, Arvind Satyanarayan	Beyond Faithfulness: A Framework to Characterize and Compare Saliency Methods.	CoRR	2022	DBLP DOI BibTeX RDF
20	Sanjoy Dasgupta, Nave Frost, Michal Moshkovitz	Framework for Evaluating Faithfulness of Local Explanations.	CoRR	2022	DBLP BibTeX RDF
20		Information Filter upon Diversity-Improved Decoding for Diversity-Faithfulness Tradeoff in NLG.	CoRR	2022	DBLP DOI BibTeX RDF
20	Yibing Liu, Haoliang Li, Yangyang Guo, Chenqi Kong, Jing Li 0049, Shiqi Wang 0001	Rethinking Attention-Model Explainability through Faithfulness Violation Test.	CoRR	2022	DBLP BibTeX RDF
20	Haopeng Zhang 0011, Semih Yavuz, Wojciech Kryscinski, Kazuma Hashimoto, Yingbo Zhou	Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control.	CoRR	2022	DBLP DOI BibTeX RDF
20	Montgomery Flora, Corey K. Potvin, Amy McGovern, Shawn Handler	Comparing Explanation Methods for Traditional Machine Learning Models Part 2: Quantifying Model Explainability Faithfulness and Improvements with Dimensionality Reduction.	CoRR	2022	DBLP DOI BibTeX RDF
20	Dan Su 0003	Generative Long-form Question Answering: Relevance, Faithfulness and Succinctness.	CoRR	2022	DBLP DOI BibTeX RDF
20	Nico Potyka, Xiang Yin 0007, Francesca Toni	Towards a Theory of Faithfulness: Faithful Explanations of Differentiable Classifiers over Continuous Data.	CoRR	2022	DBLP DOI BibTeX RDF
20	Julia El Zini, Mariette Awad	Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations.	CoRR	2022	DBLP DOI BibTeX RDF
20	Asish Ghoshal, Arash Einolghozati, Ankit Arun, Haoran Li 0007, Lili Yu, Yashar Mehdad, Scott Wen-tau Yih, Asli Celikyilmaz	Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences.	CoRR	2022	DBLP DOI BibTeX RDF
20	Sicong Huang 0001, Asli Celikyilmaz, Haoran Li 0007	ED-FAITH: Evaluating Dialogue Summarization on Faithfulness.	CoRR	2022	DBLP DOI BibTeX RDF