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Fanar-Sadiq: A Multi-Agent Architecture for Grounded Islamic QA
Ummar Abbas, Mourad Ouzzani, Mohamed Y. Eltabakh, Omar Sinan, Gagan Bhatia, Hamdy Mubarak, Majd Hawasly, Mohammed Qusay Hashim, Kareem Mohamed Darwish, Firoj Alam
- Published: 18 Apr 2026, Last Modified: 02 May 2026
- ACL 2026 Industry Track Oral
- Readers: Everyone
Hierarchical Reason-of-Contact Detection in Retail Banking Customer Interactions via LLM-Driven Taxonomy Induction
Yoages Kumar Mantri, Yagneswaran Sriraja, John Hartley, Greig A Cowan, Raad Khraishi, Abhinav Gupta
- Published: 18 Apr 2026, Last Modified: 24 Apr 2026
- ACL 2026 Industry Track Oral
- Readers: Everyone
Let LLM Tutors Ask First: Proactive LLM-Based Tutoring at Scale in a 1,500-Student Online Classroom
Jonghoon Lee, Geonjae Youn, Seongmin Lee, Chaemoon Im, Joongheon Kim, Chuck Yoo
- Published: 18 Apr 2026, Last Modified: 25 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
Are Large Language Models Economically Viable for Industry Deployment?
Abdullah Mohammad, Sushant Kumar Ray, Pushkar Arora, Rafiq Ali, Ebad Shabbir, Gautam Siddharth Kashyap, Jiechao Gao, Usman Naseem
- Published: 18 Apr 2026, Last Modified: 22 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
Practical Guidelines for Model Merging in LLMs Pre-Training
Giuseppe Curci, Stefano Simonazzi, Andrea molinari, Andrea Zugarini
- Published: 18 Apr 2026, Last Modified: 24 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
From Pixels to Policies: Reinforcing Spatial Reasoning in Language Models for Content-Aware Layout Design
Sha Li, Stefano Petrangeli, Yu Shen, Xiang Chen
- Published: 18 Apr 2026, Last Modified: 24 Apr 2026
- ACL 2026 Industry Track Oral
- Readers: Everyone
CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents
Wenjie Fu, Xiaoting Qin, Jue Zhang, Qingwei Lin, Lukas Wutschitz, Robert Sim, Saravan Rajmohan, Dongmei Zhang
- Published: 18 Apr 2026, Last Modified: 22 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
Accurate Legal Reasoning at Scale: Neuro-Symbolic Offloading and Structural Auditability for Robust Legal Adjudication
Stanisław Sójka, Witold Kowalczyk
- Published: 18 Apr 2026, Last Modified: 24 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
Structure-Guided Entity Resolution: Fine-Tuning LLMs for Robust Name Matching in Complex Linguistic Contexts
Shivam Chourasia, Hitesh Kapoor, Nilesh Patil
- Published: 18 Apr 2026, Last Modified: 22 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
Effective Performance Measurement: Challenges and Opportunities in KPI Extraction from Earnings Calls
Rasmus T. Aavang, Rasmus Tjalk-Bøggild, Alexandre Iolov, Giovanni Rizzi, Mike Zhang, Johannes Bjerva
- Published: 18 Apr 2026, Last Modified: 25 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
A Multistage Extraction Pipeline for Long Scanned Financial Documents: An Empirical Study in Industrial KYC Workflows
Han Yuxuan, Yuanxing Zhang, Yushuo Wang, Yichao Jin
- Published: 18 Apr 2026, Last Modified: 23 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
Optimal Expert-Attention Allocation in Mixture-of-Experts: A Scalable Law for Dynamic Model Design
Junzhuo Li, Peijie Jiang, Changxin Tian, Jia Liu, Zhiqiang Zhang, Xuming Hu
- Published: 18 Apr 2026, Last Modified: 25 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
ReList: A Multi-objective Reasoning Framework for Diversified Listwise Query Recommendation
Shuxian Bi, Chenxu Wang, Wenjie Wang, Yueqi Mou, Fuli Feng, Tang Biao, Peng Yan
- Published: 18 Apr 2026, Last Modified: 27 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
ProductResearch: Training E-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory Distillation
Jiangyuan Wang, Kejun Xiao, Huaipeng Zhao, Tao Luo, Xiaoyi Zeng
- Published: 18 Apr 2026, Last Modified: 22 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
SimRPD: Optimizing Recruitment Proactive Dialogue Agents through Simulator-Based Data Evaluation and Selection
Zhiyong Cao, Dunqiang Liu, Qi Dai, Haojun Xu, Huai Yuen Khor, HAO WANG, Huan He, Yafei Liu, Ke Ma, Ruqian Shi, Sicheng Zhou, Sijia Yao
- Published: 18 Apr 2026, Last Modified: 26 Apr 2026
- ACL 2026 Industry Track Oral
- Readers: Everyone
SemViQA: A Semantic Question Answering System for Vietnamese Information Fact-Checking
Dien X. Tran, Nam V. Nguyen, Tran Tan Thanh, Anh T. Hoang, Dương Văn Tài, Lê Thanh Di, Phuc-Lu Le
- Published: 18 Apr 2026, Last Modified: 22 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
CascadeDebate: Multi-Agent Deliberation for Cost-Aware LLM Cascades
Raeyoung Chang, Dongwook Kwon, Jisoo lee, Nikhil Verma
- Published: 18 Apr 2026, Last Modified: 22 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
FinRAG-12B: A Production-Validated Recipe for Grounded Question Answering in Banking
Denys Katerenchuk, Pablo Duboue, Keelan Evanini
- Published: 18 Apr 2026, Last Modified: 26 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only OneModel
Yongqi Tong, Xiaoyun Feng, Lyuxin Xue, JIANSHE LI, Xin Zhang, Jiang-Ming Yang
- Published: 18 Apr 2026, Last Modified: 24 Apr 2026
- ACL 2026 Industry Track Oral
- Readers: Everyone
RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services
Fei zhao, Chonggang Lu, Haofu Qian, Fangcheng Shi, Zijie Meng, Jianzhao Huang, Zheyong Xie, Shaosheng Cao
- Published: 18 Apr 2026, Last Modified: 24 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
IPS: In-Prompt Process Supervision for Short Video Content Moderation
Mingchao Liu, Yu Sun, Ruixiao Sun, Xin Dong, Xiang Shen, Hongwei Wang, Hongyu Xiong, Yang Song
- Published: 18 Apr 2026, Last Modified: 24 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
Ada-RS: Adaptive Rejection Sampling for Selective Thinking
Yirou Ge, Yixi Li, Alec M. Chiu, Shivani Shekhar, Zijie Pan, Avinash Thangali, Yun-Shiuan Chuang, Chaitanya Kulkarni, Uma Kona, Linsey Pang, Prakhar Mehrotra
- Published: 18 Apr 2026, Last Modified: 25 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
Toward Scalable Verifiable Reward: Proxy State-Based Evaluation for Multi-turn Tool-Calling LLM Agents
Yun-Shiuan Chuang, Chaitanya Kulkarni, Alec M. Chiu, Avinash Thangali, Zijie Pan, Shivani Shekhar, Yirou Ge, Yixi Li, Uma Kona, Linsey Pang, Prakhar Mehrotra
- Published: 18 Apr 2026, Last Modified: 25 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems
Tabinda Sarwar, Farhad Moghimifar, Cong Duy Vu Hoang, Xiaoxiao Ma, Shawn Chang Xu, Fahimeh Saleh, Poorya Zaremoodi, Avirup Sil, Katrin Kirchhoff
- Published: 18 Apr 2026, Last Modified: 25 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone
Adaptive Weighted Proxy Tuning: Efficient Gray-Box Steering for Image Captioning.
Nafew Azim, Fuad Rahman, Nabeel Mohammed
- Published: 18 Apr 2026, Last Modified: 25 Apr 2026
- ACL 2026 Industry Track Poster
- Readers: Everyone

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