state tracking

Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams ACL 2026 Multi-Constraint State Tracking with Negation: A Diagnostic Benchmark for LLM World Modeling ACL 2026 ActionReasoningBench: Reasoning about Actions with and without Ramification Constraints ICLR 2025 Consistent Client Simulation for Motivational Interviewing-based Counseling ACL 2025 Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking ACL 2025 (How) Do Language Models Track State? ICML 2025 RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code ICLR 2025 StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking ACL 2025 Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues ICLR 2025 Chain and Causal Attention for Efficient Entity Tracking EMNLP 2024 Entity Tracking in Language Models ACL 2023 Improved Instruction Ordering in Recipe-Grounded Conversation ACL 2023 OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking ACL 2023 Chess as a Testbed for Language Model State Tracking AAAI 2022 SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain NAACL 2021 Bayesian joint state and parameter tracking in autoregressive models L4DC 2020 Model-Based Synthesis of Incremental and Correct Estimators for Discrete Event Systems IJCAI 2020 Understanding Procedural Text using Interactive Entity Networks EMNLP 2020 Chasing Ghosts: Instruction Following as Bayesian State Tracking NeurIPS 2019 Reasoning about Actions and State Changes by Injecting Commonsense Knowledge EMNLP 2018 XL-NBT: A Cross-lingual Neural Belief Tracking Framework EMNLP 2018 Reasoning About Liquids via Closed-Loop Simulation RSS 2017