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ACL 2026

2,650 papers

pAtChWoRK: Patching the Pieces of Public Procurement Documents

Lorena Calvo-Bartolomé, Saúl Blanco Fortes, Erick Cedeño, Jerónimo Arenas-garcía

PhyVer: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence

Jianpeng Chen, Wangzhi Zhan, Haohui Wang, Brian Mayer, Dongqi Fu

Qayyem: A Real-time Platform for Scoring Proficiency of Arabic Essays

Hoor Tamer Elbahnasawi, Marwan Sayed, Sohaila Eltanbouly, Fatima Zahra Brahamia, Tamer Elsayed

PathBuilder: A Quality-Controlled LLM System for Personalized Learning Pathways

Jasper Meynard Arana, John Andrew Mañacop, John Allen Manacop, Roy Andrew Garcia, Keith Rick Piniera

MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval

Shuheng Chen, Namratha Patil, Haonan Pan, Angel Hsing-Chi Hwang, Yao DU

CritiSense: Critical Digital Literacy and Resilience Against Misinformation

Firoj Alam, Fatema Ahmad, Ali Ezzat Shahroor, Mohamed Bayan Kmainasi, Elisa Sartori

rosaOS: Agentic Operating System for Embodied LLMs

Yijun Ge, Kushaldeep Mujral, Karthik Nambiar, Jimmy Lin

FourCorners: Grounded Thai Legal Research over a Temporal Knowledge Graph

Pawitsapak Akarajaradwong, Thitiwat Nopparatbundit, Treephop Saeteng, Kasidit Phoncharoen, Sarana Nutanong

LinkNav: Surfacing Interconnected Information in Scientific Articles

Sebastian Antony Joseph, Jennifer Healey, Junyi Jessy Li, Ani Nenkova

Media-to-Insights: A Multi-Agent AI System for Continuous Media Monitoring, Analysis, and Reporting

Ashraf Hatim Elneima, Ozan Yilmaz, Hadi Nasrallah, Sanjika Hewavitharana, Mohamed Al-badrashiny

AI Steerability 360: A Toolkit for Steering Large Language Models

Erik Miehling, Karthikeyan Natesan Ramamurthy, Praveen Venkateswaran, Ching-Yun Ko, Pierre Dognin

A System for Dynamically Tracking Content Moderation on Reddit

George Arthur Baker, Bharadwaj Kadiyala

Gardener: An Agentic AI System for Single-Cell RNA Sequence Analysis

Junhan Liu, Zhenke Liu, Yongcheng Shi, Peilin Yu, Minxing Zhang

PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf

Jiarui Liu, Terry Jingchen Zhang, Ryan Faulkner, Xuanqiang Angelo Huang, Vilém Zouhar

MASEval: Extending Multi-Agent Evaluation from Models to Systems

Cornelius Emde, Alexander Rubinstein, Anmol Goel, Ahmed Heakl, Sangdoo Yun

WIGVO: Real-Time Bidirectional Speech Translation over Legacy PSTN Calls via Dual-Session Echo Gating

Hyeong-seob Kim, Sang-Woo Son, Hyun-woo Cho, Hyeonsang Kim, Jinmo Kim

ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models

Jiasheng Zheng, Xin Zheng, Boxi Cao, Pengbo Wang, Zhengzhao Ma

Graph of Trace: Visualizing Execution Traces of Scientific Agents

Tianci Gao, Haoxuan Li, Jian He Li, Tianxiang Zhao, Shi Runze

Semantic XPath: Structured Agentic Memory Access for Conversational AI

Yifan Simon Liu, Ruifan Wu, Liam Gallagher, Jiazhou Liang, Armin Toroghi

Hindsight: Structured Agent Memory that Retains, Recalls, and Reflects

Christopher Latimer, Nicolò Boschi, Andrew Neeser, Chris Bartholomew, Gaurav Srivastava

Bridging Kernel Drivers and Virtual Device Models with LLM-Powered Automation

Mingyu Wang, Bin Yu, Wenjian Lu, Zhi Wang, Gao Kefeng

GovScape: A Public Multimodal Search System for 70 Million Pages of Government PDFs

Ying-Hsiang Huang, Claire Gong, Shreya Shaji, Alison R Yan, Leslie Harka

ScheMatiQ: From Research Question to Structured Data through Interactive Schema Discovery

Shahar Levy, Eliya Habba, Reshef Mintz, Barak Raveh, Renana Keydar

Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation

Abdelrahman Abdallah, Bhawna Piryani, Jamshid Mozafari, Andreas Herzinger, Jamie Holdcroft

ClinQueryAgent: A Conversational Agent for Population Health Management

Joseph Spartacus Boyle, Anthony Michael Dranfield, Mike O’Neil, Maria Liakata, Alison Q. Smithard

ArcLight: A Lightweight LLM Inference Architecture for Many-Core CPUs

Yuzhuang Xu, Xu Han, Yuxuan Li, Wanxiang Che

RiskLab: A Controlled Toolkit for Probing Emergent Risks in LLM-Based Multi-Agent Systems

Yu Jiang, Wenjie Wang, Yue Huang, Yanbo Wang, Zhenhong Zhou

Squrve: A Unified and Modular Framework for Complex Real-World Text-to-SQL Tasks

Yihan Wang, Peiyu Liu, Runyu Chen, Jiaxing Pu, Wei Xu

Dash-M5H: An Interactive Dashboard for Multi-Modal, Multi-Model Mental Health Assessment

Raymond Alavo, Xinyuan Zhang, Gemza Ademaj, Junhui Cai, HyeokHyen Kwon

AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis

Massimiliano Pronesti, Angelo Miculescu, Mohsin Kapdi, Paul Flanagan, Oisín Redmond

AInterviewer: A Platform for Designing and Conducting AI-led Qualitative Interviews

Tobias Gårdhus, Nikolas Vitsakis, Fie Lejre Frederiksen, Anna Rogers, Hjalmar Bang Carlsen

IDP Accelerator: Agentic Document Intelligence from Extraction to Compliance Validation

Md Mofijul Islam, Md Sirajus Salekin, Joe King, Priyashree Roy, Vamsi Thilak Gudi

dLLM: Simple Diffusion Language Modeling

Zhanhui Zhou, Lingjie Chen, Hanghang Tong, Dawn Song

QFinZero: A Unified Financial Toolchain for LLM-Based Trading Agents

Haochen Luo, Yifan Li, Ho Tin Ko, An Binh Minh, Junjie Xu

Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks

Guangwei Zhang, Jianing Zhu, Cheng Qian, Neil Zhenqiang Gong, Rada Mihalcea

Interpreto: An Explainability Library for Transformers

Antonin Poché, Thomas Mullor, Gabriele Sarti, Frédéric Boisnard, Corentin Friedrich

Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs

Sai Srinivas Kancheti, Aditya Sanjiv Kanade, Vineeth N. Balasubramanian, Tanuja Ganu

A Shared Geometry of Difficulty in Multilingual Language Models

Stefano Civelli, Pietro Bernardelle, Nicolò Brunello, Gianluca Demartini

Dialogue is the Plan: From Interface to Joint Action in Agentic AI

Mert Inan, Malihe Alikhani, Anthony Sicilia

How Do Inpainting Artifacts Propagate to Language?

Pratham Yashwante, Davit Abrahamyan, Shresth Grover, Sukruth Rao

Exploring Cross-Client Memorization of Training Data in Large Language Models for Federated Learning

Tinnakit Udsa, Can Udomcharoenchaikit, Patomporn Payoungkhamdee, Sarana Nutanong, Norrathep Rattanavipanon

Frame-Semantic Knowledge Injection for Event-Level Inference in LLMs

Shahid Iqbal Rai, Danilo Croce, Roberto Basili

PExA: Parallel Exploration Agent for Complex Text-to-SQL

Tanmay Parekh, Ella Hofmann-Coyle, Shuyi Wang, Sachith Sri Ram Kothur, Srivas Prasad

Defense Against Knowledge Poisoning Attack on GraphRAG

Havva Alizadeh Noughabi, Fattane Zarrinkalam, Ali Dehghantanha

On the Rejection Criterion for Proxy-based Test-time Alignment

Ayoub Hammal, Pierre Zweigenbaum, Caio Corro

The Personalization Trap: How User Memory Alters Emotional Reasoning in LLMs

Xi Fang, Weijie Xu, Yuchong Zhang, Scott Nickleach, Stephanie Eckman

Pref-CTRL: Preference Driven LLM Alignment using Representation Editing

Imranul Ashrafi, Inigo Jauregi Unanue, Massimo Piccardi

Language-Aware Token Boosting: LLM Language Confusion Reduction Without Tuning

Trapoom Ukarapol, Pakhapoom Sarapat, Nut Chukamphaeng

GOLEMcoref: A Multilingual Coreference Dataset of Fiction

Andreas van Cranenburgh, Xiaoyan Yang, Alvanita, Cecilia Nicole Di Domenico, Maria Ferragud

Selective Span-Level Unlearning for Large Language Models

Chaewon Yoon, Dongjun Kim, Hyun-Je Song

Reliable Evaluation Protocol for Low-Precision Retrieval

Kisu Yang, Yoonna Jang, Hwanseok Jang, Kenneth Choi, Isabelle Augenstein

From Narrow Unlearning to Emergent Misalignment in LLMs

Erum Mushtaq, Anil Ramakrishna, Satyapriya Krishna, Sattvik Sahai, Prasoon Goyal

CheckMIABench: Firm Foundations For Membership Inference Attacks on Language Models

Jeffrey George Wang, Jason Wang, Marvin Li, Seth Neel