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ORCID19th EACL 2026: Rabat, Morocco - Volume 5: Industry Track
- Yevgen Matusevych, Gülsen Eryigit, Nikolaos Aletras:
Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2026 - Volume 5: Industry Track, Rabat, Morocco, March 25-27, 2026. Association for Computational Linguistics 2026, ISBN 979-8-89176-384-5 - Guangxin Wu, Hao Zhang, Zhibin Zhang, Jiafeng Guo, Xueqi Cheng:
Iterative Structured Pruning for Large Language Models with Multi-Domain Calibration. 1-10 - Heedou Kim, Changsik Kim, Sanghwa Shin, Jaewoo Kang:
SCRIPTMIND: Crime Script Inference and Cognitive Evaluation for LLM-based Social Engineering Scam Detection System. 11-38 - Bhavik Agarwal, Nidhi Bendre, Viktoria Rojkova:
From Paper to Structured JSON: An Agentic AI Workflow for Compliant BMR Digital Transformation. 39-47 - Nikita Neveditsin, Pawan Lingras, Salil Patil, Swarup Patil, Vijay Kumar Mago:
Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports. 48-59 - Minjia Wang, Yunfeng Wang, Xiao Ma, Dexin Lv, Qifan Guo, Lynn Zheng, Benliang Wang, Lei Wang, Jiannan Li, Yongwei Xing, David Junzhe Xu, Zheng Sun:
PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents. 60-77 - Jean Seo, Gibaeg Kim, Kihun Shin, Seungseop Lim, Hyunkyung Lee, Wooseok Han, Jongwon Lee, Eunho Yang:
Evaluating the Pre-Consultation Ability of LLMs using Diagnostic Guidelines. 78-94 - Akshay Verma, Swapnil Gupta, Deepak Gupta, Prateek Sircar, Siddharth Pillai:
SELENE: Selective and Evidence-Weighted LLM Debating for Efficient and Reliable Reasoning. 95-104 - Shima Imani, Seungwhan Moon, Adel Ahmadyan, Lu Zhang, Ahmed Kirmani, Babak Damavandi:
SymPyBench: A Dynamic Benchmark for Scientific Reasoning with Executable Python Code. 105-118 - Sai Gokhale, Devleena Das, Rajeev Patwari, Ashish Sirasao, Elliott Delaye:
KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference. 119-131 - Adil Bahaj, Mounir Ghogho:
MizanQA: A Benchmark for Multi-Answer Moroccan Legal QA. 132-144 - Sandeep Mishra, Devichand Budagam, Anubhab Mandal, Bishal Santra, Pawan Goyal, Manish Gupta:
Router-Suggest: Dynamic Routing for Multimodal Auto-Completion in Visually-Grounded Dialogs. 145-156 - Mahta Fetrat Qharabagh, Donya Navabi, Zahra Dehghanian, Morteza Abolghasemi, Hamid R. Rabiee:
Beyond Unified Models: A Service-Oriented Approach to Low Latency, Context Aware Phonemization for Real Time TTS. 157-168 - Daniel González Juclà, Mohit Tuteja, Marcos Esteve Casademunt, Keshav Unnikrishnan, Yasir Usmani, Arvind Roshaan:
Retrieval Enhancements for RAG: Insights from a Deployed Customer Support Chatbot. 169-180 - Subhadip Nandi, Tanishka Agarwal, Anshika Singh, Priyanka Bhatt:
Scaling Intent Understanding: A Framework for Classification with Clarification using Lightweight LLMs. 181-192 - Sumanth Balaji, Piyush Mishra, Aashraya Sachdeva, Suraj Agrawal:
Beyond IVR: Benchmarking Customer Support LLM Agents for Business-Adherence. 193-208 - Guy Hadad, Shadi Iskander, Sofia Tolmach, Oren Kalinsky, Haggai Roitman, Ran Levy:
HotelQuEST: Balancing Quality and Efficiency in Agentic Search. 209-225 - Nicole Cho, Kirsty Fielding, William Watson, Sumitra Ganesh, Manuela Veloso:
TASER: Table Agents for Schema-guided Extraction and Recommendation. 226-252 - Jaeseong Lee, Seung-won Hwang, Aurick Qiao, Zhewei Yao, Yuxiong He:
TAGQuant: Token-Aware Clustering for Group-Wise Quantization. 253-262 - Anum Afzal, Xueru Zheng, Florian Matthes:
Beyond Grid Search: Leveraging Bayesian Optimization for Accelerating RAG Pipeline Optimization. 263-277 - S. M. Jishanul Islam, Md Mehedi Hasan, Masbul Haider Ovi, AKM Shahariar Azad Rabby, Fuad Rahman:
BornoDrishti: Leveraging Vision Encoders and Domain-Adaptive Learning for Bangla OCR on Diverse Documents. 278-286 - Xiaotong Ye, Nicolas Bougie, Toshihiko Yamasaki, Narimawa Watanabe:
MobileCity: An Efficient Framework for Large-Scale Urban Behavior Simulation. 287-303 - Masaya Tsunokake, Yuta Koreeda, Terufumi Morishita, Koichi Nagatsuka, Hikaru Tomonari, Yasuhiro Sogawa:
Is Micro Domain-Adaptive Pre-Training Effective for Real-World Operations? Multi-Step Evaluation Reveals Potential and Bottlenecks. 304-316 - Byungho Jo:
A Compliance-Preserving Retrieval System for Aircraft MRO Task Search. 317-329 - Meizhu Liu, Tao Sheng:
No Label? No Problem: Unsupervised Continual Learning for Adaptive Medical ASR. 330-337 - Nguyen Xuan Phuc, Phi Nguyen Xuan, Vinh-Tiep Nguyen, Thìn Dang Van, Ngan Luu-Thuy Nguyen:
EduPulse: A Practical LLM-Enhanced Opinion Mining System for Vietnamese Student Feedback in Educational Platforms. 338-365 - Karim Ghonim, Antonio Roberto, Davide Bernardi:
When Speed Meets Intelligence: Scalable Conversational NER in an Ever-evolving World. 366-376 - Akshay Verma, Swapnil Gupta, Siddharth Pillai, Prateek Sircar, Deepak Gupta:
ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation. 377-384 - Jiyuan Shen, Yuan Peiyue, Atin Ghosh, Yifan Mai, Daniel Dahlmeier:
OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets. 385-396 - Ruo Yang, Sai Krishna Reddy Mudhiganti, Manali Sharma:
PatentVision: A multimodal method for drafting patent applications. 397-405 - Shubhang Bhatnagar, Renxiong Wang, Kapil Krishnakumar, Adel Ahmadyan, Zhaojiang Lin, Lambert Mathias, Xin Luna Dong, Babak Damavandi, Narendra Ahuja, Seungwhan Moon:
VideoMind: Thinking in Steps for Long Video Understanding. 406-416 - Diya Saha, Abhishek Bharadwaj Varanasi, Tirthankar Dasgupta, Manjira Sinha:
RegNLI: Detecting Online Product Misbranding through Legal and Linguistic Alignment. 417-424 - Aryan Jain, Pushpendu Ghosh, Promod Yenigalla:
CASPER: Bridging Discrete and Continuous Prompt Optimization through Feedback-Guided Gradient Descent. 425-437 - Aaditya Shukla, Sidney Knowles, Meenakshi Madugula, David Farris, Ryan Angilly, Santiago Pombo, Lu An, Anbang Xu, Abhinav Balasubramanian, Tan Yu, Jiaxiang Ren, Rama Akkiraju:
Adaptive Data Flywheel: Applying MAPE Control Loops to AI Agent Improvement. 438-454 - Moiz Rauf, Sean Papay:
Medical Summarization in Practice: Design, Deployment, and Analysis of a Clinical Summarization System for a German Hospital. 455-466 - Suraj Maharjan, Ainur Yessenalina, Srinivasan H. Sengamedu:
Feedback-Aware Prompt Optimization Framework for Generating Job Postings. 467-474 - Gaurav Kumar, Qiangjian Xi, Tanmaya Shekhar Dabral, Hooshang Ghasemi, Abishek Krishnamoorthy, Danqing Fu, Rui Min, Emilio R. Antúnez, Zhongli Ding, Pradyumna Narayana:
Enhancing User Safety: Context-Aware Detection of Offensive Query-Ad Pairs in Multimodal Search Advertising. 475-482 - Jiaojiao Han, Wujiang Xu, Mingyu Jin, Mengnan Du:
SAGE: An Agentic Explainer Framework for Interpreting SAE Features in Language Models. 483-495 - Matteo Nulli, Orshulevich Vladimir, Tala Bazazo, Christian Herold, Michael Kozielski, Marcin Mazur, Szymon Tuzel, Cees G. M. Snoek, Seyyed Hadi Hashemi, Omar Javed, Yannick Versley, Shahram Khadivi:
Adapting Vision-Language Models for E-commerce Understanding at Scale. 496-512 - Jean-Philippe Corbeil, Minseon Kim, Maxime Griot, Sheela Agarwal, Alessandro Sordoni, François Beaulieu, Paul Vozila:
MedRiskEval: Medical Risk Evaluation Benchmark of Language Models, On the Importance of User Perspectives in Healthcare Settings. 513-524 - Kefei Liu, Meizhu Liu:
Synthetic Doctor-Patient Dialogue Generation for Robust Medical ASR: A Scalable Pipeline for Vocabulary Expansion and Privacy Preservation. 525-534 - Kushal Chawla, Chenyang Zhu, Pengshan Cai, Sangwoo Cho, Scott Novotney, Ayushman Singh, Jonah Lewis, Keasha Safewright, Alfy Samuel, Erin Babinsky, Shi-Xiong Zhang, Sambit Sahu:
Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization. 535-544 - Seyedali Mohammadi, Manas Paldhe, Amit Chhabra, Youngseo Son, Vishal Seshagiri:
LingVarBench: Benchmarking LLMs on Entity Recognitions and Linguistic Verbalization Patterns in Phone-Call Transcripts. 545-561 - Alphaeus Dmonte, Vidhi Gupta, Daniel J. Perry, Mark Arehart:
Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging. 562-570 - Devang Kulshreshtha, Wanyu Du, Raghav Jain, Srikanth Doss, Hang Su, Sandesh Swamy, Yanjun Qi:
The Subtle Art of Defection: Understanding Uncooperative Behaviors in LLM based Multi-Agent Systems. 571-585 - Xinle Pang, Danding Wang, Qiang Sheng, Yifan Sun, Beizhe Hu, Juan Cao:
Tailoring Rumor Debunking to You: Diversifying Chinese Rumor-Debunking Passages with an LLM-Driven Simulated Feedback-Enhanced Framework. 586-597 - Guilherme Drummond Lima, Adriano Veloso:
Synthetic Data Fine-Tuning for Effective Team Formation in Enterprises. 598-609 - Daud Waqas, Aaryamaan Golthi, Erika Hayashida, Huanzhi Mao:
Assertion-Conditioned Compliance: A Provenance-Aware Vulnerability in Multi-Turn Tool-Calling Agents. 610-624 - Sejal Jain, Cyrus Andre DSouza, Jitenkumar Babubhai Rana, Aniket Joshi, Promod Yenigalla:
PROBES : Performance and Relevance Observation for BEtter Search. 625-635 - Minseok Kim, Jingxiang Chen, Seong-Gyun Leem, Yin Huang, Rashi Rungta, Zhicheng Ouyang, Haibin Wu, Surya Teja Appini, Ankur Bansal, Yang Bai, Yue Liu, Florian Metze, Ahmed Aly, Anuj Kumar, Ariya Rastrow, Zhaojiang Lin:
Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning. 636-648 - Priyaranjan Pattnayak, Sanchari Chowdhuri:
IndicJR: A Judge-Free Benchmark of Jailbreak Robustness in South Asian Languages. 649-668 - Chetan Harsha, Karmvir Singh Phogat, Sridhar Dasaratha, Shashishekar Ramakrishna:
Synthesizing question answering data from financial documents: An End-to-End Multi-Agent Approach. 669-687 - Tsuyoshi Fujita, Yuya Sawada, Yusuke Sakai, Taro Watanabe:
Toward Automatic Delegation Extraction in Japanese Law. 688-710 - Jae-Yoon Bae, Simon Malberg, Joyce Ann Clarize Galang, Andre Retterath, Georg Groh:
DIALECTIC: A Multi-Agent System for Startup Evaluation. 711-727 - Anagha Kulkarni, Parin Rajesh Jhaveri, Prasha Shrestha, Yu Tong Han, Reza Amini, Behrouz Madahian:
Long-Context Long-Form Question Answering for Legal Domain. 728-751 - Hangyeol Yoo, ChangSu Choi, Minjun Kim, Seohyun Song, Seungwoo Song, Inho Won, Jongyoul Park, Cheoneum Park, KyungTae Lim:
ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMs. 752-763 - Rishav Sahay, Lavanya Sita Tekumalla, Anoop Saladi:
MIRAGE: Metadata-guided Image Retrieval and Answer Generation for E-commerce Troubleshooting. 764-776 - Che-Ming Chang, Prashanth Vijayaraghavan, Ashutosh Jadhav, Charles Mackin, Hsinyu Tsai, Vandana V. Mukherjee, Ehsan Degan:
CODMAS: A Dialectic Multi-Agent Collaborative Framework for Structured RTL Optimization. 777-788 - Jaeyoung Kim, Dohyeon Lee, Soona Hong, Seung-won Hwang:
D3: Dynamic Docid Decoding for Multi-Intent Generative Retrieval. 789-800 - Sudeshna Jana, Tirthankar Dasgupta, Manjira Sinha, Pabitra Mitra:
DisGraph-RP: Graph-Augmented Temporal Modeling with Aspect-Based Contrastive Encoding of Discharge Summary for Readmission Prediction. 801-812 - Ngoc-Quang Le, Duc Duong Hoang, Mai-Vu Tran, Thi-Hai-Yen Vuong:
CareerPathKG: Knowledge Graph Integrated Framework for Career Intelligence. 813-822 - Aakash Trivedi, Aniket Upadhyay, Pratik Narang, Dhruv Kumar, Praveen Kumar:
A Hybrid Supervised-LLM Pipeline for Actionable Suggestion Mining in Unstructured Customer Reviews. 823-836 - Yuan Ling, Chunqing Yuan, Shujing Dong, Yongjian Yang, Nataraj Mocherla, Ayush Goyal:
ShopperBench: A Benchmark for Personalized Shopping with Persona-Guided Simulation. 837-846 - Ruilong Wang, Simone Balloccu:
ARQA: A Benchmark for Grounded Table-Text QA in Enterprise Annual Reports. 847-868 - Sushant Kumar Ray, Gautam Siddharth Kashyap, Sahil Tripathi, Nipun Joshi, Vijay Govindarajan, Rafiq Ali, Jiechao Gao, Usman Naseem:
Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? 869-876 - Alessia De Santo, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani:
SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models. 877-885 - Prashanth Vijayaraghavan, Apoorva Nitsure, Luyao Shi, Charles Mackin, Ashutosh Jadhav, David Beymer, Ehsan Degan, Vandana V. Mukherjee:
SYMDIREC: A Neuro-Symbolic Divide-Retrieve-Conquer Framework for Enhanced RTL Synthesis and Summarization. 886-899 - Zhiyu Xue, Reza Abbasi-Asl, Ramtin Pedarsani:
Benchmarking and Mitigating the Impact of Noisy User Prompts in Medical VLMs via Cross-Modal Reflection. 900-914 - Jonathan Pattin Cottet, Véronique Eglin, Alex Aussem:
Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions. 915-926 - Stephane Collot, Colin Fraser, Justin Zhao, William F. Shen, Timon Willi, Ilias Leontiadis:
Balanced Accuracy: The Right Metric for Evaluating LLM Judges - Explained through Youden's J statistic. 927-936 - Kamyar Zeinalipour, Andrea Zugarini, Asya Zanollo, Leonardo Rigutini:
PharmaQA.IT: an Italian dataset for Q&A in the pharmaceutical domain. 937-947 - Anshuman Mourya, Rajdeep Mukherjee, Prerna Jolly, Vinayak S. Puranik, Sivaramakrishnan R. Kaveri:
DIRECT: Directional Relevance in Conversational Trajectories. 948-957
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