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References from Beyond static responses: multi-agent LLM systems as a new paradigm for social science research. Local targets link to admitted publications; unresolved targets remain external evidence.
10.48550/arxiv.2208.10264
10.48550/arxiv.2208.10264 · External reference
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10.1017/pan.2023.2
10.1017/pan.2023.2 · 2023 · External reference
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10.1073/pnas.2314021121
10.1073/pnas.2314021121 · 2024 · External reference
10.18653/v1/2025.findings-acl.1278
10.18653/v1/2025.findings-acl.1278 · External reference
10.1016/j.yjoc.2025.100095
10.1016/j.yjoc.2025.100095 · 2025 · External reference
10.1038/s41586-023-06792-0
10.1038/s41586-023-06792-0 · External reference
10.3389/fhumd.2025.1579166
10.3389/fhumd.2025.1579166 · External reference
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10.31234/osf.io/qm9ae_v1
10.31234/osf.io/qm9ae_v1 · External reference
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10.1145/3593013.3594033
10.1145/3593013.3594033 · External reference
10.48550/arxiv.2309.17288
10.48550/arxiv.2309.17288 · External reference
10.18653/v1/2024.acl-long.381
10.18653/v1/2024.acl-long.381 · External reference
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10.18653/v1/2025.findings-emnlp.743
10.18653/v1/2025.findings-emnlp.743 · External reference
10.18653/v1/2024.findings-naacl.211
10.18653/v1/2024.findings-naacl.211 · External reference
10.18653/v1/2025.findings-naacl.101
10.18653/v1/2025.findings-naacl.101 · External reference
10.1371/journal.pone.0301033
10.1371/journal.pone.0301033 · External reference
10.3389/fphy.2026.1700712
10.3389/fphy.2026.1700712 · External reference
10.1038/s44159-023-00241-5
10.1038/s44159-023-00241-5 · 2023 · External reference
10.31235/osf.io/97r8s_v1
10.31235/osf.io/97r8s_v1 · External reference
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2025 · External reference
10.1038/s42256-023-00754-x
10.1038/s42256-023-00754-x · 2023 · External reference
10.1038/s42256-023-00613-9
10.1038/s42256-023-00613-9 · External reference
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2024 · External reference
10.1002/(sici)1099-0526(199905/06)4:5<41::aid-cplx9>3.0.co;2-f
10.1002/(sici)1099-0526(199905/06)4:5<41::aid-cplx9>3.0.co;2-f · 1999 · External reference
10.1515/9781400842872
10.1515/9781400842872 · External reference
10.52202/079017-0911
10.52202/079017-0911 · External reference
10.18653/v1/2026.acl-long.775
10.18653/v1/2026.acl-long.775 · External reference
10.1145/3670865.3673513
10.1145/3670865.3673513 · External reference
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2023 · External reference
10.1038/s41598-025-98378-1
10.1038/s41598-025-98378-1 · External reference
10.1146/annurev-soc-060116-053450
10.1146/annurev-soc-060116-053450 · 2017 · External reference
10.1057/s41599-024-03611-3
10.1057/s41599-024-03611-3 · 2024 · External reference
10.2139/ssrn.4607026
10.2139/ssrn.4607026 · External reference
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10.48550/arxiv.2502.18864
10.48550/arxiv.2502.18864 · External reference
10.1126/science.adi1778
10.1126/science.adi1778 · 2023 · External reference
10.48550/arxiv.2506.12078
10.48550/arxiv.2506.12078 · External reference
10.1016/j.yjoc.2023.100066
10.1016/j.yjoc.2023.100066 · External reference
10.1016/j.yjoc.2025.100113
10.1016/j.yjoc.2025.100113 · External reference
10.1609/aies.v8i2.36622
10.1609/aies.v8i2.36622 · External reference
10.1016/b978-0-443-34073-4.00009-5
10.1016/b978-0-443-34073-4.00009-5 · External reference
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10.1371/journal.pone.0320094
10.1371/journal.pone.0320094 · External reference
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10.1038/s41586-021-03659-0
10.1038/s41586-021-03659-0 · 2021 · External reference
10.1145/3670865.3673513
10.1145/3670865.3673513 · External reference
10.1177/2057150x241306780
10.1177/2057150x241306780 · 2025 · External reference
10.48550/arxiv.2503.09639
10.48550/arxiv.2503.09639 · External reference
10.1609/aaai.v40i37.40365
10.1609/aaai.v40i37.40365 · External reference
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10.1177/27000710251406471
10.1177/27000710251406471 · External reference
10.1038/s41746-024-01422-z
10.1038/s41746-024-01422-z · 2025 · External reference
10.1016/j.jdin.2023.10.001
10.1016/j.jdin.2023.10.001 · 2024 · External reference
10.1057/s41599-025-04503-w
10.1057/s41599-025-04503-w · 2025 · External reference
10.1007/s10462-025-11297-5
10.1007/s10462-025-11297-5 · External reference
10.1016/j.psychres.2023.115667
10.1016/j.psychres.2023.115667 · 2024 · External reference
10.1109/csde59766.2023.10487718
10.1109/csde59766.2023.10487718 · External reference
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10.52202/075280-2264
10.52202/075280-2264 · 2023 · External reference
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2025 · External reference
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10.48550/arxiv.2502.01236
10.48550/arxiv.2502.01236 · External reference
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10.1098/rsos.240682
10.1098/rsos.240682 · 2024 · External reference
10.1145/3627673.3679744
10.1145/3627673.3679744 · External reference
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10.1016/j.plrev.2024.10.013
10.1016/j.plrev.2024.10.013 · 2024 · External reference
10.48550/arxiv.2408.06292
10.48550/arxiv.2408.06292 · External reference
10.48550/arxiv.2510.13195
10.48550/arxiv.2510.13195 · External reference
10.3386/w32381
10.3386/w32381 · External reference
10.1080/14626268.2022.2082486
10.1080/14626268.2022.2082486 · 2022 · External reference
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2023 · External reference
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10.1109/kmn.2002.1115175
10.1109/kmn.2002.1115175 · External reference
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2022 · External reference
10.31234/osf.io/7s6jp
10.31234/osf.io/7s6jp · External reference
10.15212/bioi-2025-0199
10.15212/bioi-2025-0199 · External reference
10.1016/j.tsc.2023.101356
10.1016/j.tsc.2023.101356 · 2023 · External reference
10.4324/9780203088869
10.4324/9780203088869 · External reference
10.1145/3586183.3606763
10.1145/3586183.3606763 · External reference
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10.26599/if.2026.9710004
10.26599/if.2026.9710004 · External reference
10.52202/079017-3548
10.52202/079017-3548 · 2024 · External reference
10.5465/amproc.2024.10298abstract
10.5465/amproc.2024.10298abstract · External reference
10.1109/acdsa59508.2024.10467341
10.1109/acdsa59508.2024.10467341 · External reference
10.1016/j.cpa.2024.102722
10.1016/j.cpa.2024.102722 · 2024 · External reference
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2024 · External reference
10.35542/osf.io/kq8zh_v1
10.35542/osf.io/kq8zh_v1 · External reference
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10.1002/mar.21982
10.1002/mar.21982 · 2024 · External reference
10.48550/arxiv.2503.18102
10.48550/arxiv.2503.18102 · External reference
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10.1038/s42256-024-00800-2
10.1038/s42256-024-00800-2 · 2024 · External reference
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10.18653/v1/2025.naacl-demo.15
10.18653/v1/2025.naacl-demo.15 · External reference
10.1007/s13278-025-01428-9
10.1007/s13278-025-01428-9 · 2025 · External reference
10.1162/tacl_a_00685
10.1162/tacl_a_00685 · 2024 · External reference
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10.18653/v1/2025.findings-naacl.203
10.18653/v1/2025.findings-naacl.203 · External reference
10.2139/ssrn.4561143
10.2139/ssrn.4561143 · External reference
10.1038/s42256-025-00986-z
10.1038/s42256-025-00986-z · 2025 · External reference
10.1007/s11704-024-40231-1
10.1007/s11704-024-40231-1 · 2024 · External reference
10.1038/s41598-024-84109-5
10.1038/s41598-024-84109-5 · 2025 · External reference
10.18653/v1/2025.acl-long.481
10.18653/v1/2025.acl-long.481 · External reference
10.1145/3728963
10.1145/3728963 · External reference
10.1007/978-981-97-7232-2_14
10.1007/978-981-97-7232-2_14 · External reference
10.48550/arxiv.2509.05396
10.48550/arxiv.2509.05396 · External reference
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2025 · External reference
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10.2139/ssrn.4961494
10.2139/ssrn.4961494 · External reference
10.18653/v1/2024.acl-long.779
10.18653/v1/2024.acl-long.779 · External reference
10.48550/arxiv.2210.03629
10.48550/arxiv.2210.03629 · External reference
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10.48550/arxiv.2506.18348
10.48550/arxiv.2506.18348 · External reference
10.18653/v1/2024.findings-naacl.43
10.18653/v1/2024.findings-naacl.43 · External reference
10.1075/pc.14.2.12zha
10.1075/pc.14.2.12zha · 2006 · External reference
10.1109/tlt.2025.3561332
10.1109/tlt.2025.3561332 · External reference
10.1145/3626772.3657844
10.1145/3626772.3657844 · External reference
10.48550/arxiv.2312.02519
10.48550/arxiv.2312.02519 · External reference
10.18653/v1/2024.acl-long.782
10.18653/v1/2024.acl-long.782 · External reference
10.1145/3748302
10.1145/3748302 · External reference
10.18653/v1/2025.naacl-long.520
10.18653/v1/2025.naacl-long.520 · External reference
10.48550/arxiv.2310.17512
10.48550/arxiv.2310.17512 · External reference
10.48550/arxiv.2310.04406
10.48550/arxiv.2310.04406 · External reference
10.18653/v1/2024.emnlp-main.1208
10.18653/v1/2024.emnlp-main.1208 · External reference
10.1162/coli_a_00502
10.1162/coli_a_00502 · 2024 · External reference
