LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements

A completeness theorem in modal logic

Saul A. Kripke. 1959 · 1959

Earlier work this paper cites.

The Process of Question Answering

Wendy G Lehnert. 1978 · 1978

Earlier work this paper cites.

Modality . Cambridge University Press

Ursula Stephany. 1986 · 1986

Earlier work this paper cites.

Deep read: A reading comprehension system

Lynette Hirschman, Marc Light, Eric Breck, and John D. Burger. 1999 · 1999

Earlier work this paper cites.

Semantic parsing on Freebase from question-answer pairs

Jonathan Berant, Andrew Chou, Roy Frostig, and Percy Liang. 2013 · 2013

Earlier work this paper cites.

Mood and modality in modern english

Tamara Khomutova. 2014 · 2014

Earlier work this paper cites.

Teaching machines to read and comprehend

Original

Karl Moritz Hermann, Tomáš Kočiský, Edward Grefenstette, Lasse Espeholt, Will Kay, Mustafa Suleyman, and Phil Blunsom. 2015 · 2015

Earlier work this paper cites.

Modality , Cambridge Handbooks in Language and Linguistics. Cambridge University Press

Lisa Matthewson. 2016 · 2016

Earlier work this paper cites.

The narrativeqa reading comprehension challenge

Original

Tomáš Kočiský, Jonathan Schwarz, Phil Blunsom, Chris Dyer, Karl Moritz Hermann, Gábor Melis, and Edward Grefenstette. 2017 · 2017

Earlier work this paper cites.

Neural Reading Comprehension and Beyond

Danqi Chen. 2018 · 2018

Earlier work this paper cites.

Know what you don’t know: Unanswerable questions for squad

Original

Pranav Rajpurkar, Robin Jia, and Percy Liang. 2018 · 2018

Earlier work this paper cites.

Reasoning-driven question-answering for natural language understanding

Original

Daniel Khashabi. 2019 · 2019

Earlier work this paper cites.

A survey on machine reading comprehension systems

Original

Razieh Baradaran, Razieh Ghiasi, and Hossein Amirkhani. 2020 · 2020

Earlier work this paper cites.

Entity-based knowledge conflicts in question answering

Original

Shayne Longpre, Kartik Perisetla, Anthony Chen, Nikhil Ramesh, Chris DuBois, and Sameer Singh. 2021 · 2021

Earlier work this paper cites.

The possible, the plausible, and the desirable: Event-based modality detection for language processing

Valentina Pyatkin, Shoval Sadde, Aynat Rubinstein, Paul Portner, and Reut Tsarfaty. 2021 · 2021

Earlier work this paper cites.

Retrieval augmentation reduces hallucination in conversation

Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, and Jason Weston. 2021 · 2021

Earlier work this paper cites.

Benchmarking machine reading comprehension: A psychological perspective

Saku Sugawara, Pontus Stenetorp, and Akiko Aizawa. 2021 · 2021

Cited alongside, same era.

Fact Checking with Insufficient Evidence

Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, and Isabelle Augenstein. 2022 · 2022

Cited alongside, same era.

Rich knowledge sources bring complex knowledge conflicts: Recalibrating models to reflect conflicting evidence

Hung-Ting Chen, Michael J. Q. Zhang, and Eunsol Choi. 2022 · 2022

Cited alongside, same era.

A Survey on Automated Fact-Checking

Zhijiang Guo, Michael Schlichtkrull, and Andreas Vlachos. 2022 · 2022

Cited alongside, same era.

Large language models with controllable working memory

Original

Daliang Li, Ankit Singh Rawat, Manzil Zaheer, Xin Wang, Michal Lukasik, Andreas Veit, Felix Yu, and Sanjiv Kumar. 2022 · 2022

Cited alongside, same era.

Llama 2: Open foundation and fine-tuned chat models

Original

Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurelien Rodriguez, Robert Stojnic, Sergey Edunov, and Thomas Scialom. 2023 · 2023

Later among the works it cites.

Post-abstention: Towards reliably re-attempting the abstained instances in QA

Neeraj Varshney and Chitta Baral. 2023 · 2023

Later among the works it cites.

Can NLP models correctly reason over contexts that break the common assumptions?

Original

Neeraj Varshney, Mihir Parmar, Nisarg Patel, Divij Handa, Sayantan Sarkar, Man Luo, and Chitta Baral. 2023 · 2023

Later among the works it cites.