Evaluation of retrieval-based QA on QUEST-LOFT.

Nathanael Schärli

Nathan Scales Nathanael Schärli Olivier Bousquet Evaluation of retrieval-based QA on QUEST-LOFT. 2025 November abs/2511.06125 CoRR https://doi.org/10.48550/arXiv.2511.06125 db/journals/corr/corr2511.html#abs-2511-06125 streams/journals/corr

Xinyun Chen Maxwell Lin Nathanael Schärli Denny Zhou Teaching Large Language Models to Self-Debug. 2024 ICLR https://openreview.net/forum?id=KuPixIqPiq conf/iclr/2024 db/conf/iclr/iclr2024.html#ChenLSZ24 Mirac Suzgun Nathan Scales Nathanael Schärli Sebastian Gehrmann Yi Tay Hyung Won Chung Aakanksha Chowdhery Quoc V. Le Ed H. Chi Denny Zhou Jason Wei Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them. 13003-13051 2023 ACL (Findings) https://doi.org/10.18653/v1/2023.findings-acl.824 https://aclanthology.org/2023.findings-acl.824 conf/acl/2023f db/conf/acl/acl2023f.html#SuzgunSSGTCCLCZ23 Andrew Drozdov Nathanael Schärli Ekin Akyürek Nathan Scales Xinying Song Xinyun Chen Olivier Bousquet Denny Zhou Compositional Semantic Parsing with Large Language Models. 2023 ICLR https://openreview.net/forum?id=gJW8hSGBys8 conf/iclr/2023 db/conf/iclr/iclr2023.html#DrozdovSASSCBZ23 Denny Zhou Nathanael Schärli Le Hou Jason Wei Nathan Scales Xuezhi Wang 0002 Dale Schuurmans Claire Cui Olivier Bousquet Quoc V. Le Ed H. Chi Least-to-Most Prompting Enables Complex Reasoning in Large Language Models. 2023 ICLR https://openreview.net/forum?id=WZH7099tgfM conf/iclr/2023 db/conf/iclr/iclr2023.html#ZhouSHWS0SCBLC23 Freda Shi Xinyun Chen Kanishka Misra Nathan Scales David Dohan Ed H. Chi Nathanael Schärli Denny Zhou Large Language Models Can Be Easily Distracted by Irrelevant Context. 31210-31227 2023 ICML https://proceedings.mlr.press/v202/shi23a.html conf/icml/2023 db/conf/icml/icml2023.html#ShiCMSDCSZ23

Freda Shi Xinyun Chen Kanishka Misra Nathan Scales David Dohan Ed H. Chi Nathanael Schärli Denny Zhou Large Language Models Can Be Easily Distracted by Irrelevant Context. 2023 abs/2302.00093 CoRR https://doi.org/10.48550/arXiv.2302.00093 db/journals/corr/corr2302.html#abs-2302-00093

Xinyun Chen Maxwell Lin Nathanael Schärli Denny Zhou Teaching Large Language Models to Self-Debug. 2023 abs/2304.05128 CoRR https://doi.org/10.48550/arXiv.2304.05128 db/journals/corr/corr2304.html#abs-2304-05128

Denny Zhou Nathanael Schärli Le Hou Jason Wei Nathan Scales Xuezhi Wang 0002 Dale Schuurmans Olivier Bousquet Quoc Le 0001 Ed H. Chi Least-to-Most Prompting Enables Complex Reasoning in Large Language Models. 2022 abs/2205.10625 CoRR https://doi.org/10.48550/arXiv.2205.10625 db/journals/corr/corr2205.html#abs-2205-10625

Andrew Drozdov Nathanael Schärli Ekin Akyürek Nathan Scales Xinying Song Xinyun Chen Olivier Bousquet Denny Zhou Compositional Semantic Parsing with Large Language Models. 2022 abs/2209.15003 CoRR https://doi.org/10.48550/arXiv.2209.15003 https://www.wikidata.org/entity/Q115519728 db/journals/corr/corr2209.html#abs-2209-15003

Mirac Suzgun Nathan Scales Nathanael Schärli Sebastian Gehrmann Yi Tay Hyung Won Chung Aakanksha Chowdhery Quoc V. Le Ed H. Chi Denny Zhou Jason Wei Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them. 2022 abs/2210.09261 CoRR https://doi.org/10.48550/arXiv.2210.09261 db/journals/corr/corr2210.html#abs-2210-09261

Dmitry Tsarkov Tibor Tihon Nathan Scales Nikola Momchev Danila Sinopalnikov Nathanael Schärli *-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task. 9949-9957 2021 AAAI https://doi.org/10.1609/aaai.v35i11.17195 conf/aaai/2021 db/conf/aaai/aaai2021.html#TsarkovTSMSS21 Daniel Keysers Nathanael Schärli Nathan Scales Hylke Buisman Daniel Furrer Sergii Kashubin Nikola Momchev Danila Sinopalnikov Lukasz Stafiniak Tibor Tihon Dmitry Tsarkov Xiao Wang 0038 Marc van Zee Olivier Bousquet Measuring Compositional Generalization: A Comprehensive Method on Realistic Data. 2020 ICLR https://openreview.net/forum?id=SygcCnNKwr conf/iclr/2020 db/conf/iclr/iclr2020.html#KeysersSSBFKMSS20

Daniel Furrer Marc van Zee Nathan Scales Nathanael Schärli Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures. 2020 abs/2007.08970 CoRR https://arxiv.org/abs/2007.08970 db/journals/corr/corr2007.html#abs-2007-08970

Dmitry Tsarkov Tibor Tihon Nathan Scales Nikola Momchev Danila Sinopalnikov Nathanael Schärli *-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task. 2020 abs/2012.08266 CoRR https://arxiv.org/abs/2012.08266 db/journals/corr/corr2012.html#abs-2012-08266

Daniel Keysers Nathanael Schärli Nathan Scales Hylke Buisman Daniel Furrer Sergii Kashubin Nikola Momchev Danila Sinopalnikov Lukasz Stafiniak Tibor Tihon Dmitry Tsarkov Xiao Wang 0038 Marc van Zee Olivier Bousquet Measuring Compositional Generalization: A Comprehensive Method on Realistic Data. 2019 abs/1912.09713 CoRR http://arxiv.org/abs/1912.09713 db/journals/corr/corr1912.html#abs-1912-09713

Oscar Nierstrasz Stéphane Ducasse Nathanael Schärli Flattening Traits. 129-148 2006 5 J. Object Technol. 4 https://doi.org/10.5381/jot.2006.5.4.a4 https://www.wikidata.org/entity/Q59640332 db/journals/jot/jot5.html#NierstraszDS06

Stéphane Ducasse Oscar Nierstrasz Nathanael Schärli Roel Wuyts Andrew P. Black Traits: A mechanism for fine-grained reuse. 331-388 2006 28 ACM Trans. Program. Lang. Syst. 2 https://doi.org/10.1145/1119479.1119483 https://www.wikidata.org/entity/Q30047796 db/journals/toplas/toplas28.html#DucasseNSWB06

Nathanael Schärli Traits: Composing Classes from Behavioral Building Blocks. 2005 University of Bern, Switzerland https://boris.unibe.ch/104766/ https://boris.unibe.ch/104766/1/schaerli-phd.pdf http://scg.unibe.ch/archive/phd/schaerli-phd.pdf https://doi.org/10.7892/boris.104766 https://www.base-search.net/Record/928a1e22df1644153d3e37aa7580aa4141a6469bbafdf9cab81d01576ac3d440 base-search.net (ftunivbern:oai:boris.unibe.ch:104766)

Stéphane Ducasse Nathanael Schärli Roel Wuyts Uniform and safe metaclass composition. 143-164 2005 31 Comput. Lang. Syst. Struct. 3-4 https://doi.org/10.1016/j.cl.2004.11.003 db/journals/cl/cl31.html#DucasseSW05

Nathanael Schärli Andrew P. Black A browser for incremental programming. 79-95 2004 30 Comput. Lang. Syst. Struct. 1-2 https://doi.org/10.1016/j.cl.2003.09.004 db/journals/cl/cl30.html#ScharliB04

Nathanael Schärli Stéphane Ducasse Oscar Nierstrasz Roel Wuyts Composable Encapsulation Policies. 26-50 https://doi.org/10.1007/978-3-540-24851-4_2 2004 conf/ecoop/2004 ECOOP db/conf/ecoop/ecoop2004.html#ScharliDNW04 Andrew P. Black Nathanael Schärli Traits: Tools and Methodology. 676-686 2004 conf/icse/2004 ICSE https://doi.org/10.1109/ICSE.2004.1317489 https://doi.ieeecomputersociety.org/10.1109/ICSE.2004.1317489 http://dl.acm.org/citation.cfm?id=999471 db/conf/icse/icse2004.html#BlackS04 Nathanael Schärli Andrew P. Black Stéphane Ducasse Object-oriented encapsulation for dynamically typed languages. 130-149 2004 conf/oopsla/2004p OOPSLA https://doi.org/10.1145/1028976.1028988 https://doi.org/10.1145/1035292.1028988 https://www.wikidata.org/entity/Q130956789 db/conf/oopsla/oopsla2004p.html#ScharliBD04 Nathanael Schärli Stéphane Ducasse Oscar Nierstrasz Andrew P. Black Traits: Composable Units of Behaviour. 248-274 https://doi.org/10.1007/978-3-540-45070-2_12 2003 conf/ecoop/2003 ECOOP db/conf/ecoop/ecoop2003.html#ScharliDNB03 Andrew P. Black Nathanael Schärli Stéphane Ducasse Applying traits to the smalltalk collection classes. 47-64 2003 conf/oopsla/2003p OOPSLA https://doi.org/10.1145/949305.949311 https://doi.org/10.1145/949343.949311 db/conf/oopsla/oopsla2003p.html#BlackSD03 Ekin Akyürek Andrew P. Black Olivier Bousquet Hylke Buisman Xinyun Chen Ed H. Chi Aakanksha Chowdhery Hyung Won Chung Claire Cui David Dohan Andrew Drozdov Stéphane Ducasse Daniel Furrer Sebastian Gehrmann Le Hou Sergii Kashubin Daniel Keysers Quoc V. LeQuoc Le 0001 Maxwell Lin Kanishka Misra Nikola Momchev Oscar Nierstrasz Nathan Scales Dale Schuurmans Freda Shi Danila Sinopalnikov Xinying Song Lukasz Stafiniak Mirac Suzgun Yi Tay Tibor Tihon Dmitry Tsarkov Xiao Wang 0038 Xuezhi Wang 0002 Jason Wei Roel Wuyts Marc van Zee Denny Zhou