Fetching the paper…
Reading the bibliography…
Fact verification systems typically rely on neural network classifiers for veracity prediction which lack explainability.
Measuring nominal scale agreement among many raters
Joseph L. Fleiss. 1971 · 1971
Earlier work this paper cites.
Natural logic
Johan Van Benthem. 1986 · 1986
Earlier work this paper cites.
Studies on Natural Logic and Categorial Grammar
V.M.S. Valencia. 1991 · 1991
Earlier work this paper cites.
Wordnet: A lexical database for english
George A. Miller. 1995 · 1995
Earlier work this paper cites.
Catastrophic forgetting in connectionist networks
Robert M. French. 1999 · 1999
Earlier work this paper cites.
Mining and summarizing customer reviews
Minqing Hu and Bing Liu. 2004 · 2004
Earlier work this paper cites.
Scaling web-based acquisition of entailment relations
Idan Szpektor, Hristo Tanev, Ido Dagan, and Bonaventura Coppola. 2004 · 2004
Earlier work this paper cites.
Learning to map sentences to logical form: Structured classification with probabilistic categorial grammars
Luke S. Zettlemoyer and Michael Collins. 2005 · 2005
Earlier work this paper cites.
Semantic inference at the lexical-syntactic level for textual entailment recognition
Roy Bar-Haim, Ido Dagan, Iddo Greental, Idan Szpektor, and Moshe Friedman. 2007 · 2007
Earlier work this paper cites.
Natural logic for textual inference
Bill MacCartney and Christopher D. Manning. 2007 · 2007
Earlier work this paper cites.
Inferring textual entailment with a probabilistically sound calculus
Stefan Harmeling. 2009 · 2009
Earlier work this paper cites.
Natural Language Inference
Bill MacCartney. 2009 · 2009
Earlier work this paper cites.
Automatic cost estimation for tree edit distance using particle swarm optimization
Yashar Mehdad. 2009 · 2009
Earlier work this paper cites.
Tree edit models for recognizing textual entailments, paraphrases, and answers to questions
Michael Heilman and Noah A. Smith. 2010 · 2010
Earlier work this paper cites.
Efficient search for transformation-based inference
Asher Stern, Roni Stern, Ido Dagan, and Ariel Felner. 2012 · 2012
Earlier work this paper cites.
PPDB: The paraphrase database
Juri Ganitkevitch, Benjamin Van Durme, and Chris Callison-Burch. 2013 · 2013
Earlier work this paper cites.
Learning dependency-based compositional semantics
Percy Liang, Michael I. Jordan, and Dan Klein. 2013 · 2013
Earlier work this paper cites.
The epistemology of fact checking
Joseph E. Uscinski and Ryden W. Butler. 2013 · 2013
Earlier work this paper cites.
NaturalLI: Natural logic inference for common sense reasoning
Gabor Angeli and Christopher D. Manning. 2014 · 2014
Earlier work this paper cites.
Recent progress on monotonicity
Thomas F. Icard III and Lawrence S. Moss. 2014 · 2014
Earlier work this paper cites.
Wikidata: A free collaborative knowledgebase
Denny Vrandečić and Markus Krötzsch. 2014 · 2014
Earlier work this paper cites.
From natural logic to natural reasoning
Lauri Karttunen. 2015 · 2015
Earlier work this paper cites.
PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification
Ellie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, Benjamin Van Durme, and Chris Callison-Burch. 2015 · 2015
Earlier work this paper cites.
Learning Open Domain Knowledge From Text
Gabor Angeli. 2016 · 2016
Earlier work this paper cites.
Combining natural logic and shallow reasoning for question answering
Gabor Angeli, Neha Nayak, and Christopher D. Manning. 2016 · 2016
Cited alongside, same era.
Rationalizing neural predictions
Tao Lei, Regina Barzilay, and Tommi Jaakkola. 2016 · 2016
Cited alongside, same era.
So-called non-subsective adjectives
Ellie Pavlick and Chris Callison-Burch. 2016 · 2016
Cited alongside, same era.
LangPro: Natural language theorem prover
Lasha Abzianidze. 2017a · 2017
Cited alongside, same era.
Towards a rigorous science of interpretable machine learning
Finale Doshi-Velez and Been Kim. 2017 · 2017
Cited alongside, same era.
UKP-athene: Multi-sentence textual entailment for claim verification
Andreas Hanselowski, Hao Zhang, Zile Li, Daniil Sorokin, Benjamin Schiller, Claudia Schulz, and Iryna Gurevych. 2018 · 2018
Towards faithfully interpretable NLP systems: How should we define and evaluate faithfulness?
Alon Jacovi and Yoav Goldberg. 2020 · 2020
Later among the works it cites.
Learning to faithfully rationalize by construction
Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, and Byron C. Wallace. 2020 · 2020
Later among the works it cites.
SimAlign: High quality word alignments without parallel training data using static and contextualized embeddings
Masoud Jalili Sabet, Philipp Dufter, François Yvon, and Hinrich Schütze. 2020 · 2020
Later among the works it cites.
Analyzing wikidata transclusion on english wikipedia
Isaac Johnson. 2020 · 2020
Later among the works it cites.
Explainable automated fact-checking for public health claims
Neema Kotonya and Francesca Toni. 2020b · 2020
Later among the works it cites.
BART: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
The mythos of model interpretability
Zachary C. Lipton. 2018 · 2018
Cited alongside, same era.
DeClarE: Debunking fake news and false claims using evidence-aware deep learning
Kashyap Popat, Subhabrata Mukherjee, Andrew Yates, and Gerhard Weikum. 2018 · 2018
Cited alongside, same era.
Fast lexically constrained decoding with dynamic beam allocation for neural machine translation
Matt Post and David Vilar. 2018 · 2018
Cited alongside, same era.
FEVER: a large-scale dataset for fact extraction and VERification
James Thorne, Andreas Vlachos, Christos Christodoulopoulos, and Arpit Mittal. 2018a · 2018
Cited alongside, same era.
Explainable fact checking with probabilistic answer set programming
Naser Ahmadi, Joohyung Lee, Paolo Papotti, and Mohammed Saeed. 2019 · 2019
Cited alongside, same era.
FLAIR: An easy-to-use framework for state-of-the-art NLP
Alan Akbik, Tanja Bergmann, Duncan Blythe, Kashif Rasul, Stefan Schweter, and Roland Vollgraf. 2019 · 2019
Cited alongside, same era.
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Veselin Stoyanov, and Luke Zettlemoyer. 2020 · 2020
Later among the works it cites.
Fine-grained fact verification with kernel graph attention network
Zhenghao Liu, Chenyan Xiong, Maosong Sun, and Zhiyuan Liu. 2020 · 2020
Later among the works it cites.
Revisiting evaluation of knowledge base completion models
Pouya Pezeshkpour, Yifan Tian, and Sameer Singh. 2020 · 2020
Later among the works it cites.
Fact or fiction: Verifying scientific claims
David Wadden, Shanchuan Lin, Kyle Lo, Lucy Lu Wang, Madeleine van Zuylen, Arman Cohan, and Hannaneh Hajishirzi. 2020 · 2020
Later among the works it cites.
DTCA: Decision tree-based co-attention networks for explainable claim verification
Lianwei Wu, Yuan Rao, Yongqiang Zhao, Hao Liang, and Ambreen Nazir. 2020 · 2020
Later among the works it cites.
Coreferential Reasoning Learning for Language Representation
Deming Ye, Yankai Lin, Jiaju Du, Zhenghao Liu, Peng Li, Maosong Sun, and Zhiyuan Liu. 2020 · 2020
Later among the works it cites.
Big bird: Transformers for longer sequences
Manzil Zaheer, Guru Guruganesh, Kumar Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontanon, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, and Amr Ahmed. 2020 · 2020
Later among the works it cites.
Reasoning over semantic-level graph for fact checking
Wanjun Zhong, Jingjing Xu, Duyu Tang, Zenan Xu, Nan Duan, Ming Zhou, Jiahai Wang, and Jian Yin. 2020 · 2020
Later among the works it cites.
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information
Rami Aly, Zhijiang Guo, Michael Schlichtkrull, James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Oana Cocarascu, and Arpit Mittal. 2021 · 2021
Closest in time.
Autoregressive entity retrieval
Nicola De Cao, Gautier Izacard, Sebastian Riedel, and Fabio Petroni. 2021 · 2021
Closest in time.
Deberta: Decoding-enhanced bert with disentangled attention
Pengcheng He, Xiaodong Liu, Jianfeng Gao, and Weizhu Chen. 2021 · 2021
Closest in time.
Aligning Faithful Interpretations with their Social Attribution
Alon Jacovi and Yoav Goldberg. 2021 · 2021
Closest in time.
multiPRover: Generating multiple proofs for improved interpretability in rule reasoning
Swarnadeep Saha, Prateek Yadav, and Mohit Bansal. 2021 · 2021
Closest in time.
Get your vitamin C! Robust fact verification with contrastive evidence
Tal Schuster, Adam Fisch, and Regina Barzilay. 2021 · 2021
Closest in time.
Evidence selection as a token-level prediction task
Dominik Stammbach. 2021 · 2021
Closest in time.
Kepler: A unified model for knowledge embedding and pre-trained language representation
Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, and Jian Tang. 2021 · 2021
Closest in time.
EDITOR: An edit-based transformer with repositioning for neural machine translation with soft lexical constraints
Weijia Xu and Marine Carpuat. 2021 · 2021
Closest in time.
Adversarial examples for evaluating reading comprehension systems
Robin Jia and Percy Liang. 2017 · 2031
Closest in time.