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Bibliographic Details
Main Authors:	Kagitha, Prabhu Prakash, Sun, Bo, Desai, Ishan, Zhu, Andrew, Huang, Cassie, Li, Manling, Li, Ziyang, Zhang, Li
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2505.14763
Tags:	Add Tag No Tags, Be the first to tag this record!

Language Model Planners do not Scale, but do Formalizers?
by: Jiang, Owen, et al.
Published: (2026)

Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs
by: Hong, Yining, et al.
Published: (2026)

Language Model as Planner and Formalizer under Constraints
by: Huang, Cassie, et al.
Published: (2025)

Multimedia Generative Script Learning for Task Planning
by: Wang, Qingyun, et al.
Published: (2022)

Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
by: Pan, Zhenyu, et al.
Published: (2024)

Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning
by: Li, Bo, et al.
Published: (2026)

Vision Language Models Cannot Plan, but Can They Formalize?
by: He, Muyu, et al.
Published: (2025)

PolyKV: A Shared Asymmetrically-Compressed KV Cache Pool for Multi-Agent LLM Inference
by: Patel, Ishan, et al.
Published: (2026)

Conv-CoA: Improving Open-domain Question Answering in Large Language Models via Conversational Chain-of-Action
by: Pan, Zhenyu, et al.
Published: (2024)

Steering Vector Fields for Context-Aware Inference-Time Control in Large Language Models
by: Li, Jiaqian, et al.
Published: (2026)

Large Language Models as Pokémon Battle Agents: Strategic Play and Content Generation
by: Jain, Daksh, et al.
Published: (2025)

Your Language Model Secretly Contains Personality Subnetworks
by: Ye, Ruimeng, et al.
Published: (2026)

Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models
by: Zhang, Yuji, et al.
Published: (2024)

MemFactory: Unified Inference & Training Framework for Agent Memory
by: Guo, Ziliang, et al.
Published: (2026)

Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation
by: Zhu, Qin, et al.
Published: (2024)

Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation
by: Li, Bo, et al.
Published: (2025)

Plato: Plan to Efficiently Decode for Large Language Model Inference
by: Jin, Shuowei, et al.
Published: (2024)

Unified Active Retrieval for Retrieval Augmented Generation
by: Cheng, Qinyuan, et al.
Published: (2024)

Plan*RAG: Efficient Test-Time Planning for Retrieval Augmented Generation
by: Verma, Prakhar, et al.
Published: (2024)

FineSteer: A Unified Framework for Fine-Grained Inference-Time Steering in Large Language Models
by: Weng, Zixuan, et al.
Published: (2026)

RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation
by: Luo, Jane, et al.
Published: (2025)

LeMix: Unified Scheduling for LLM Training and Inference on Multi-GPU Systems
by: Li, Yufei, et al.
Published: (2025)

Towards a Unified System of Representation for Continuity and Discontinuity in Natural Language
by: Kandala, Ratna, et al.
Published: (2025)

Visually Descriptive Language Model for Vector Graphics Reasoning
by: Wang, Zhenhailong, et al.
Published: (2024)

Why Does New Knowledge Create Messy Ripple Effects in LLMs?
by: Qin, Jiaxin, et al.
Published: (2024)

VerChol -- Grammar-First Tokenization for Agglutinative Languages
by: Raja, Prabhu
Published: (2026)

ADEPT: A DEbiasing PrompT Framework
by: Yang, Ke, et al.
Published: (2022)

Word Embeddings Are Steers for Language Models
by: Han, Chi, et al.
Published: (2023)

ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time
by: Ding, Yi, et al.
Published: (2024)

EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test
by: Li, Yuhui, et al.
Published: (2025)

MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders
by: Li, Cheng, et al.
Published: (2024)

Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
by: Chen, Shiqi, et al.
Published: (2025)

Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents
by: Miao, Ziyang, et al.
Published: (2025)

Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate
by: Kim, Kyungha, et al.
Published: (2024)

UEval: A Benchmark for Unified Multimodal Generation
by: Li, Bo, et al.
Published: (2026)

Model Hemorrhage and the Robustness Limits of Large Language Models
by: Ma, Ziyang, et al.
Published: (2025)

MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems
by: Li, Kaixin, et al.
Published: (2024)

PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval
by: Zhu, He, et al.
Published: (2024)

UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets
by: Wang, Pengyu, et al.
Published: (2025)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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