FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning.

Hachem Madmoun Zhuohan Xie Daniil Orel Rushil Thareja Dhruv Sahnan Hachem Madmoun Fan Zhang 0019 Debopriyo Banerjee Georgi Nenkov Georgiev Xueqing Peng Lingfei Qian Jimin Huang Jinyan Su Aaryamonvikram Singh Rui Xing 0002 Rania Elbadry Chen Xu Haonan Li 0002 Fajri Koto Ivan Koychev Tanmoy Chakraborty 0002 Yuxia Wang 0003 Salem Lahlou Veselin Stoyanov Sophia Ananiadou Preslav Nakov FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning. 14529-14553 2026 ACL (1) https://aclanthology.org/2026.acl-long.662/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#XieOTSMZBGPQHSS26 Hachem Madmoun Salem Lahlou Communication Enables Cooperation in LLM Agents: A Comparison with Curriculum-Based Approaches. EACL (Volume 2: Short Papers) 2026 307-321 conf/eacl/2026-2 https://doi.org/10.18653/v1/2026.eacl-short.23 https://aclanthology.org/2026.eacl-short.23/ db/conf/eacl/eacl2026-2.html#MadmounL26 streams/conf/eacl

Kirill Dubovikov Omar El Mansouri Hachem Madmoun Yanda Li Sandeep Kumar Aya El Mir Supriyo Ghosh Writabrata Bhattacharya Adrian Garcia-Garcia Onkar Pandit Sunil Kumar Sahu Federico Castanedo Larry Murray Martin Takác 0001 Salem Lahlou PETRA: Transforming Web Text for Petroleum-Engineering Domain Adaptation. 2026 June abs/2606.24346 CoRR https://doi.org/10.48550/arXiv.2606.24346 db/journals/corr/corr2606.html#abs-2606-24346 streams/journals/corr

Zhuohan Xie Dhruv Sahnan Debopriyo Banerjee Georgi Georgiev 0001 Rushil Thareja Hachem Madmoun Jinyan Su Aaryamonvikram Singh Yuxia Wang 0003 Rui Xing 0002 Fajri Koto Haonan Li 0002 Ivan Koychev Tanmoy Chakraborty 0002 Salem Lahlou Veselin Stoyanov Preslav Nakov FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning. 2025 June abs/2506.02515 CoRR https://doi.org/10.48550/arXiv.2506.02515 db/journals/corr/corr2506.html#abs-2506-02515 streams/journals/corr

Hachem Madmoun Salem Lahlou Communication Enables Cooperation in LLM Agents: A Comparison with Curriculum-Based Approaches. 2025 October abs/2510.05748 CoRR https://doi.org/10.48550/arXiv.2510.05748 db/journals/corr/corr2510.html#abs-2510-05748 streams/journals/corr

Sophia Ananiadou Debopriyo Banerjee Writabrata Bhattacharya Federico Castanedo Tanmoy Chakraborty 0002 Kirill Dubovikov Rania Elbadry Adrian Garcia-Garcia Georgi Georgiev 0001Georgi Nenkov Georgiev Supriyo Ghosh Jimin Huang Fajri Koto Ivan Koychev Sandeep Kumar Salem Lahlou Haonan Li 0002 Yanda Li Omar El Mansouri Aya El Mir Larry Murray Preslav Nakov Daniil Orel Onkar Pandit Xueqing Peng Lingfei Qian Dhruv Sahnan Sunil Kumar Sahu Aaryamonvikram Singh Veselin Stoyanov Jinyan Su Martin Takác 0001 Rushil Thareja Yuxia Wang 0003 Zhuohan Xie Rui Xing 0002 Chen Xu Fan Zhang 0019