Full papers
Submissions on research at the intersection of AI agents and LLMs, with guidelines provided in the full Call for Papers.
NLP/CORE Unranked
REALM 2026
Second Workshop for Research on Agent Language Models (ARR Submission)
REALM 2026 is the second workshop focused on research at the intersection of AI agents and large language models, held in conjunction with EMNLP 2026 in Budapest, Hungary. It aims to address the challenges of building reliable, safe, and effective agent systems by bringing together researchers to analyze current advancements and envision future directions in areas like tool use, memory, planning, and evaluation.
Key deadlines
Verified August 30, 2026Full paper
September 1, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
September 1, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Research areas in scope
01
Research Areas
Tool use (Toolformer, τ-bench, LiveMCPBench)Interacting with user interfaces (OSWorld, OpenCUA, WebArena, WorkArena)External or private knowledge sources (RAG, RAS, Interact-RAG, Agentic RAG)Memory and world models (MemAgent, World-in-World)Planning (ReAct, Reflexion, Hinter)Self-improvement (Self-Refine, TT-SI, EvolveR)Safety and security (RedTeaming, Data Leakage, AgentDojo, RedTeamCUA, ARTEMIS, HITL Security)
Policies worth checking twice
- Submissions may be made directly or via ARR commitment
- All deadlines are calculated at 11:59pm Anywhere on Earth (UTC-12)
- Workshop is hybrid (in-person and online)
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified August 30, 2026