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Bibliographic Details
Main Authors:	Sun, Ruoxi, Arik, Sercan Ö., Muzio, Alex, Miculicich, Lesly, Gundabathula, Satya, Yin, Pengcheng, Dai, Hanjun, Nakhost, Hootan, Sinha, Rajarishi, Wang, Zifeng, Pfister, Tomas
Format:	Preprint
Published:	2023
Subjects:	Computation and Language Artificial Intelligence Databases
Online Access:	https://arxiv.org/abs/2306.00739
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Maestro: Self-Improving Text-to-Image Generation via Agent Orchestration
by: Wan, Xingchen, et al.
Published: (2025)

Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization
by: Wan, Xingchen, et al.
Published: (2024)

From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation
by: Wan, Xingchen, et al.
Published: (2025)

VISTA: A Test-Time Self-Improving Video Generation Agent
by: Long, Do Xuan, et al.
Published: (2025)

Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL
by: Pourreza, Mohammadreza, et al.
Published: (2025)

Effective Large Language Model Adaptation for Improved Grounding and Citation Generation
by: Ye, Xi, et al.
Published: (2023)

PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs
by: Gundabathula, Satya K, et al.
Published: (2024)

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation
by: Hsu, I-Hung, et al.
Published: (2024)

CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
by: Pourreza, Mohammadreza, et al.
Published: (2024)

Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
by: Chen, Maximillian, et al.
Published: (2024)

Matryoshka-Adaptor: Unsupervised and Supervised Tuning for Smaller Embedding Dimensions
by: Yoon, Jinsung, et al.
Published: (2024)

Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
by: Zhang, Yusen, et al.
Published: (2024)

Learned Feature Importance Scores for Automated Feature Engineering
by: Dong, Yihe, et al.
Published: (2024)

PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles
by: Gundabathula, Satya Kesav, et al.
Published: (2024)

CROME: Cross-Modal Adapters for Efficient Multimodal LLM
by: Ebrahimi, Sayna, et al.
Published: (2024)

Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning
by: Han, Sungwon, et al.
Published: (2024)

LANISTR: Multimodal Learning from Structured and Unstructured Data
by: Ebrahimi, Sayna, et al.
Published: (2023)

Search-Adaptor: Embedding Customization for Information Retrieval
by: Yoon, Jinsung, et al.
Published: (2023)

Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling
by: Chen, Maximillian, et al.
Published: (2024)

PaVeRL-SQL: Text-to-SQL via Partial-Match Rewards and Verbal Reinforcement Learning
by: Hao, Heng, et al.
Published: (2025)

LiSA: Lifelong Safety Adaptation via Conservative Policy Induction
by: Kim, Minbeom, et al.
Published: (2026)

PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter
by: Xiao, Junfei, et al.
Published: (2024)

A systematic evaluation of the performance of GPT‐4 and PaLM2 to diagnose comorbidities in MIMIC‐IV patients
by: Peter Sarvari, et al.
Published: (2024)

VeriGuard: Enhancing LLM Agent Safety via Verified Code Generation
by: Miculicich, Lesly, et al.
Published: (2025)

COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning
by: Meng, Chuizheng, et al.
Published: (2023)

MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation
by: Gorti, Satya Krishna, et al.
Published: (2024)

Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments
by: Su, Hongjin, et al.
Published: (2025)

Using large language models (ChatGPT, Copilot, PaLM, Bard, and Gemini) in Gross Anatomy course: Comparative analysis
by: Volodymyr Mavrych, et al.
Published: (2024)

ASPEST: Bridging the Gap Between Active Learning and Selective Prediction
by: Chen, Jiefeng, et al.
Published: (2023)

TableRAG: Million-Token Table Understanding with Language Models
by: Chen, Si-An, et al.
Published: (2024)

CausalArmor: Efficient Indirect Prompt Injection Guardrails via Causal Attribution
by: Kim, Minbeom, et al.
Published: (2026)

CoDA: Agentic Systems for Collaborative Data Visualization
by: Chen, Zichen, et al.
Published: (2025)

MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement
by: Nam, Jaehyun, et al.
Published: (2025)

Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment
by: Sarkar, Pritam, et al.
Published: (2024)

Text2SQL-Flow: A Robust SQL-Aware Data Augmentation Framework for Text-to-SQL
by: Cai, Qifeng, et al.
Published: (2025)

PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving
by: Parmar, Mihir, et al.
Published: (2025)

SQL-to-Schema Enhances Schema Linking in Text-to-SQL
by: Yang, Sun, et al.
Published: (2024)

Decoupling SQL Query Hardness Parsing for Text-to-SQL
by: Yi, Jiawen, et al.
Published: (2023)

BIRDTurk: Adaptation of the BIRD Text-to-SQL Dataset to Turkish
by: Aktaş, Burak, et al.
Published: (2026)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// 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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