Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026)

Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor 2026-10 Association for Computational Linguistics Budapest, Hungary text conference publication 979-8-89176-464-4 akbc-2026-1 https://aclanthology.org/2026.akbc-1.0/ Epistemic Twins: Enabling a Symbolic Science of Language Model Knowledge Simon Razniewski author Shrestha Ghosh author Luca Giordano author Yujia Hu author Josua Kowalzik author Tuan-Phong Nguyen author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 razniewski-etal-2026-epistemic https://aclanthology.org/2026.akbc-1.1/ 2026-10 1 7 Auditing a KB Elicitation of Frontier LLM Knowledge: A Multi-dimensional Analysis of GPTKB v1.5 Shrestha Ghosh author Luca Giordano author Yujia Hu author Tuan-Phong Nguyen author Simon Razniewski author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 ghosh-etal-2026-auditing https://aclanthology.org/2026.akbc-1.2/ 2026-10 8 18 Edge Knowledge Bases for Sustainable and Explainable AI Aparna S Varde author Emil Njor author Francesco Daghero author Mahyar Tourchi Moghaddam author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 varde-etal-2026-edge https://aclanthology.org/2026.akbc-1.3/ 2026-10 19 25 A Temporal Knowledge Graph for Music Festival Lineup Forecasting Julia Gastinger author Thilo Dieing author Christian Meilicke author Heiner Stuckenschmidt author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 gastinger-etal-2026-temporal https://aclanthology.org/2026.akbc-1.4/ 2026-10 26 44 The Canonical Order Problem: When Large Language Models Are Unreliable Knowledge Bases for Multi-Valued Relations Timo Pierre Schrader author Annemarie Friedrich author Simon Razniewski author Lukas Lange author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 schrader-etal-2026-canonical https://aclanthology.org/2026.akbc-1.5/ 2026-10 45 55 FALCON: A Model and Dataset Agnostic Framework for Synthetic Data Generation for NL2SQL Pairs Darian Lee author Shannon Rumsey author Jack St. Clair author Xinyi Tang author Aditya Bansal author Yuanming Shi author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 lee-etal-2026-falcon https://aclanthology.org/2026.akbc-1.6/ 2026-10 56 87 When Relevance Is Not Evidence: A Controlled Diagnostic of Claim-Conditioned Support Ranking Ke Lu author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 lu-2026-relevance https://aclanthology.org/2026.akbc-1.7/ 2026-10 88 93 Fine-Grained Table Retrieval Through the Lens of Complex Queries Wojciech Kosiuk author Xingyu Ji author Yeounoh Chung author Fatma Özcan author Madelon Hulsebos author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 kosiuk-etal-2026-fine https://aclanthology.org/2026.akbc-1.8/ 2026-10 94 107 EventSocraticKG: Event-Centric Knowledge Graph Construction for Narrative Retrieval-Augmented Generation William Rosengren author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 rosengren-2026-eventsocratickg https://aclanthology.org/2026.akbc-1.9/ 2026-10 108 127 HTTP for Meaning: Towards Linguistically Complete Knowledge Representations with Knowledge State Protocol Ian Yuen author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 yuen-2026-http https://aclanthology.org/2026.akbc-1.10/ 2026-10 128 138 When String Matching Stands In for a Knowledge Base: A Role-Aware Audit of WikiBigEdit Edison Yang author Neel Marripalapu author Akshaj Agadi author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 yang-etal-2026-string https://aclanthology.org/2026.akbc-1.11/ 2026-10 139 150 MUSART: A Scalable Multi-Domain Benchmark for Measuring Factual Recall in Large Language Models Rajaa El Hamdani author Thomas Bonald author Fragkiskos Malliaros author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 el-hamdani-etal-2026-musart https://aclanthology.org/2026.akbc-1.12/ 2026-10 151 168 Scaling E-Commerce Attribute Extraction with Parallel Decoding Nikhita Vedula author Dushyanta Dhyani author Bryan Wang author Shervin Malmasi author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 vedula-etal-2026-scaling https://aclanthology.org/2026.akbc-1.13/ 2026-10 169 177 Evidence-Carrying Claims: Fail-Closed Verification Gates for Language-Model-Assisted Research as Knowledge Base Construction Robert Sneiderman author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 sneiderman-2026-evidence https://aclanthology.org/2026.akbc-1.14/ 2026-10 178 184 Evidence-Guided Schema Normalization for Temporal Tabular Reasoning Ashish Thanga author Vibhu Dixit author Abhilash Shankarampeta author Vivek Gupta author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 thanga-etal-2026-evidence https://aclanthology.org/2026.akbc-1.15/ 2026-10 185 223 GRACE: Graph-Grounded Reflective Agent Copilot Engine for Expert-in-the-Loop Knowledge Expansion John Seon Keun Yi author Joshua R Minot author Dokyun Lee author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 yi-etal-2026-grace https://aclanthology.org/2026.akbc-1.16/ 2026-10 224 233 Can We Do Interpretable NLI with Graphs Based on Atomic Propositions? Younes Boufouss author Luc Pommeret author Thomas Gerald author Patrick Paroubek author Sophie Rosset author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 boufouss-etal-2026-interpretable https://aclanthology.org/2026.akbc-1.17/ 2026-10 234 246 A Rhetorical Citation Graph Model for Characterizing Scientific Findings: Resource Construction and Application to Plant Health Anne-Sophie Foussat author Robert Bossy author Vincent Guigue author Nicolas Sauvion author Claire Nédellec author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 foussat-etal-2026-rhetorical https://aclanthology.org/2026.akbc-1.18/ 2026-10 247 260 Schema-Guided Extraction of Interaction Knowledge Bases from Narrative Text: A Folktale Case Study Sergey Kovalchuk author Anastasia Ugleva author Oleg Kubryak author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 kovalchuk-etal-2026-schema https://aclanthology.org/2026.akbc-1.19/ 2026-10 261 283 Operationalization Is Part of the Claim: Operationalization-Aware Knowledge in the Era of Generated Answers Jan-Christoph Kalo author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 kalo-2026-operationalization https://aclanthology.org/2026.akbc-1.20/ 2026-10 284 292 GRACE-Mem: Graph Retrieval with Agentic Curation of Evidence for Long-Term Conversational Memory Heng Wang author Xuan Ni Chen author Pei-Yun Chang author Chih-Hsi Chen author Hsin-Yu Huang author Chienyi Lin author I-Ling Chung author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 wang-etal-2026-grace https://aclanthology.org/2026.akbc-1.21/ 2026-10 293 315 Explaining Textual Entailment with Lexical Entailments: Using LLMs to Supply Lexical Relations for Formal Proofs Jorryt de Jong author Stefan Morača author Ettore Cesari author Lasha Abzianidze author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 de-jong-etal-2026-explaining https://aclanthology.org/2026.akbc-1.22/ 2026-10 316 333 LMKG: a flexible method for ontology-aware Knowledge Graph Extraction from text Gianmarco Pappacoda author Paolo Torroni author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 pappacoda-torroni-2026-lmkg https://aclanthology.org/2026.akbc-1.23/ 2026-10 334 342 Zero-Shot Relation Classification with Large Language Models: Binary Prompting and Relevance Elicitation Sheila Alemany author Danielle Sullivan-Pao author Olga Simek author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 alemany-etal-2026-zero https://aclanthology.org/2026.akbc-1.24/ 2026-10 343 358 Distill-RE: Few-Shot Relation Extraction via Teacher LLM Reasoning Distillation Danielle Sullivan-Pao author Sheila Alemany author Olga Simek author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 sullivan-pao-etal-2026-distill https://aclanthology.org/2026.akbc-1.25/ 2026-10 359 378 From Imitation to Reasoning: Sample-Efficient LLM Agents for Knowledge Graph Completion Chenjun Zheng author Zhigang Wang author Wenjia Zhang author Zhe Wang author Xiaolin Yang author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 zheng-etal-2026-imitation https://aclanthology.org/2026.akbc-1.26/ 2026-10 379 392 Revisiting RAG Retrievers: An Information Theoretic Benchmark Wenqing Zheng author Dmitri Kalaev author Noah Fatsi author Daniel Barcklow author Owen Reinert author Igor Melnyk author Senthil Kumar author C Bayan Bruss author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 zheng-etal-2026-revisiting https://aclanthology.org/2026.akbc-1.27/ 2026-10 393 408 Summary of the AKBC 2026 Shared Task: Language Models for Knowledge Base Construction (LM-KBC, 5th Edition) Jan-Christoph Kalo author Simon Razniewski author Bohui Zhang author Tuan-Phong Nguyen author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 kalo-etal-2026-summary https://aclanthology.org/2026.akbc-1.28/ 2026-10 409 416 Closed-Book Knowledge Base Construction with Calibrated Abstention and Numeric Self-Consistency Tanvir Ahmed author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 ahmed-2026-closed https://aclanthology.org/2026.akbc-1.29/ 2026-10 417 426 A Forced Answer Channel for Closed-Book Knowledge Base Construction at LM-KBC 2026 Yiqun Sun author Pengfei Wei author Lawrence B Hsieh author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 sun-etal-2026-forced https://aclanthology.org/2026.akbc-1.30/ 2026-10 427 433 REAP: Relation-Aware Elicitation and Parsing for Closed-Book Knowledge Base Construction from LLMs Thanh-Dan Bui author Thanh-Trung Do author Tuan-Phong Nguyen author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 bui-etal-2026-reap https://aclanthology.org/2026.akbc-1.31/ 2026-10 434 440 SetProbe: Description-First Relation-Wise Self-Consistency for Closed-Book Knowledge Base Construction Jannic Alexander Cutura author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 cutura-2026-setprobe https://aclanthology.org/2026.akbc-1.32/ 2026-10 441 446 Coverage Is Not Knowledge: Why Closed-Book Knowledge Base Construction Looks Selection Bound Maksim Silchenko author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 silchenko-2026-coverage https://aclanthology.org/2026.akbc-1.33/ 2026-10 447 455 Knowledge Base Construction from Language Models: Mechanisms and Calibrations for Multi-Object Relational Extraction under Parameter Budgets Chengcheng Wei author Ze Chen author Jiewen Zheng author Jiarong He author Max Gao author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 wei-etal-2026-knowledge https://aclanthology.org/2026.akbc-1.34/ 2026-10 456 461 Pre-training Aware Directed Reasoning for Closed-Book Knowledge Base Construction Mikołaj Tym author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 tym-2026-pre https://aclanthology.org/2026.akbc-1.35/ 2026-10 462 472 Exemplars Primarily Shift Retrieval, Verification Instructions Can Shift Rejection: An Anatomy of Inference-Time Interventions for Closed-Book Knowledge Base Construction Takashi Sasaki author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 sasaki-2026-exemplars https://aclanthology.org/2026.akbc-1.36/ 2026-10 473 479 COVER-KBC: Evidence-Centric Adaptive Inference for Closed-Book Knowledge Base Construction Quoc-Linh Vo author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 vo-2026-cover https://aclanthology.org/2026.akbc-1.37/ 2026-10 480 487 MAVE: Multi-Angle Voting for Emission in Closed-Book Knowledge Base Construction Jonas Kunze author Andreas Both author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 kunze-both-2026-mave https://aclanthology.org/2026.akbc-1.38/ 2026-10 488 495 MuseList: Confidence-Gated Multi-Surface Recall for Closed-Book Knowledge Base Construction Adrian Zimmermann author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 zimmermann-2026-muselist https://aclanthology.org/2026.akbc-1.39/ 2026-10 496 517 The Instruction Tax on Factual Recall: Base Models Can Beat Their Instruction-Tuned Counterparts Christophe Khalil author Aya Mourad author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 khalil-mourad-2026-instruction https://aclanthology.org/2026.akbc-1.40/ 2026-10 518 526 One Workflow Does Not Fit All Relations: A System Description for the AKBC 2026 LM-KBC Shared Task Andreea-Elena Cochintele author Anca Dobrovăț author Sergiu Nisioi author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 cochintele-etal-2026-one https://aclanthology.org/2026.akbc-1.41/ 2026-10 527 534 CoRe: Construct-versus-Recall Routing for Knowledge Base Construction Under a Parameter Budget Fatih Naufal Habibillah author Filbert Aurelian Tjiaranata author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 habibillah-tjiaranata-2026-core https://aclanthology.org/2026.akbc-1.42/ 2026-10 535 542 Ensembling Elicitation Strategies for Knowledge Base Construction Vlad-Mădălin Ungureanu author Matei Neacșu author Ianis Belu author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 ungureanu-etal-2026-ensembling https://aclanthology.org/2026.akbc-1.43/ 2026-10 543 549 DataMind at AKBC Shared Task 2026: Relation-Specific Multiple Prompting for Closed-Book Knowledge Base Completion Tanaree Patcharatrakul author Peerapon Vateekul author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 patcharatrakul-vateekul-2026-datamind https://aclanthology.org/2026.akbc-1.44/ 2026-10 550 559 Relation-Specific Elicitation of a Base Model under a 32B Closed-Book Budget for LM-KBC 2026 Ruggero Marino Lazzaroni author Tim Booker author Pau Soler Valadés author Mathias Angermaier author Kirill Solovev author 2026-10 text Proceedings of the 11th Workshop on Automated Knowledge Base Construction (AKBC 2026) Jan-Christoph Kalo editor Ndapa Nakashole editor Simon Razniewski editor Fabian M Suchanek editor Andreas Vlachos editor Andrew McCallum editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-464-4 lazzaroni-etal-2026-relation https://aclanthology.org/2026.akbc-1.45/ 2026-10 560 571