TaskEval: Synthesised Evaluation for Foundation-Model Tasks
Fuente:
arXiv
Saved in:
| Main Authors: | Widanapathiranage, Dilani, Barnett, Scott, Kurniawan, Stefanus, Takerngsaksiri, Wannita |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TaskEval: Assessing Difficulty of Code Generation Tasks for Large Language Models
by: Tambon, Florian, et al.
Published: (2024)
by: Tambon, Florian, et al.
Published: (2024)
Seven Failure Points When Engineering a Retrieval Augmented Generation System
by: Barnett, Scott, et al.
Published: (2024)
by: Barnett, Scott, et al.
Published: (2024)
LLMs for Test Input Generation for Semantic Caches
by: Rasool, Zafaryab, et al.
Published: (2024)
by: Rasool, Zafaryab, et al.
Published: (2024)
Code Readability in the Age of Large Language Models: An Industrial Case Study from Atlassian
by: Takerngsaksiri, Wannita, et al.
Published: (2025)
by: Takerngsaksiri, Wannita, et al.
Published: (2025)
Enhancing Large Language Models for Text-to-Testcase Generation
by: Alagarsamy, Saranya, et al.
Published: (2024)
by: Alagarsamy, Saranya, et al.
Published: (2024)
PyTester: Deep Reinforcement Learning for Text-to-Testcase Generation
by: Takerngsaksiri, Wannita, et al.
Published: (2024)
by: Takerngsaksiri, Wannita, et al.
Published: (2024)
AgentArcEval: An Architecture Evaluation Method for Foundation Model based Agents
by: Lu, Qinghua, et al.
Published: (2025)
by: Lu, Qinghua, et al.
Published: (2025)
Evaluating LLMs for Visualization Tasks
by: Khan, Saadiq Rauf, et al.
Published: (2025)
by: Khan, Saadiq Rauf, et al.
Published: (2025)
WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks
by: Wornow, Michael, et al.
Published: (2024)
by: Wornow, Michael, et al.
Published: (2024)
Students' Perspective on AI Code Completion: Benefits and Challenges
by: Takerngsaksiri, Wannita, et al.
Published: (2023)
by: Takerngsaksiri, Wannita, et al.
Published: (2023)
Human-In-the-Loop Software Development Agents
by: Takerngsaksiri, Wannita, et al.
Published: (2024)
by: Takerngsaksiri, Wannita, et al.
Published: (2024)
Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers
by: Hassan, Ahmed E., et al.
Published: (2024)
by: Hassan, Ahmed E., et al.
Published: (2024)
AdaptEval: A Benchmark for Evaluating Large Language Models on Code Snippet Adaptation
by: Zhang, Tanghaoran, et al.
Published: (2026)
by: Zhang, Tanghaoran, et al.
Published: (2026)
The Foundations of Computational Management: A Systematic Approach to Task Automation for the Integration of Artificial Intelligence into Existing Workflows
by: Jadad-Garcia, Tamen, et al.
Published: (2024)
by: Jadad-Garcia, Tamen, et al.
Published: (2024)
RepoDebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models
by: Liu, Jingjing, et al.
Published: (2025)
by: Liu, Jingjing, et al.
Published: (2025)
When Prompts Go Wrong: Evaluating Code Model Robustness to Ambiguous, Contradictory, and Incomplete Task Descriptions
by: Larbi, Maya, et al.
Published: (2025)
by: Larbi, Maya, et al.
Published: (2025)
TAM-Eval: Evaluating LLMs for Automated Unit Test Maintenance
by: Bruches, Elena, et al.
Published: (2026)
by: Bruches, Elena, et al.
Published: (2026)
Task Abstention for Large Language Models in Code Generation
by: Zhou, Yanke, et al.
Published: (2026)
by: Zhou, Yanke, et al.
Published: (2026)
Asm2SrcEval: Evaluating Large Language Models for Assembly-to-Source Code Translation
by: Hamedi, Parisa, et al.
Published: (2025)
by: Hamedi, Parisa, et al.
Published: (2025)
ScenEval: A Benchmark for Scenario-Based Evaluation of Code Generation
by: Paul, Debalina Ghosh, et al.
Published: (2024)
by: Paul, Debalina Ghosh, et al.
Published: (2024)
Beyond Isolated Tasks: A Framework for Evaluating Coding Agents on Sequential Software Evolution
by: Shastry, KN Ajay, et al.
Published: (2026)
by: Shastry, KN Ajay, et al.
Published: (2026)
DiagEval: Trajectory-Conditioned Diagnosis for Reliable Software Evaluation with GUI Agents
by: Hong, Sirui, et al.
Published: (2026)
by: Hong, Sirui, et al.
Published: (2026)
RepoMasterEval: Evaluating Code Completion via Real-World Repositories
by: Wu, Qinyun, et al.
Published: (2024)
by: Wu, Qinyun, et al.
Published: (2024)
EvalSVA: Multi-Agent Evaluators for Next-Gen Software Vulnerability Assessment
by: Wen, Xin-Cheng, et al.
Published: (2024)
by: Wen, Xin-Cheng, et al.
Published: (2024)
GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging
by: Ni, Ziyi, et al.
Published: (2025)
by: Ni, Ziyi, et al.
Published: (2025)
Spreadsheet Modeling Experiments Using GPTs on Small Problem Statements and the Wall Task
by: Grossman, Thomas A., et al.
Published: (2026)
by: Grossman, Thomas A., et al.
Published: (2026)
Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function Calling
by: Kavathekar, Ishan, et al.
Published: (2025)
by: Kavathekar, Ishan, et al.
Published: (2025)
Agentic Frameworks for Reasoning Tasks: An Empirical Study
by: Rasheed, Zeeshan, et al.
Published: (2026)
by: Rasheed, Zeeshan, et al.
Published: (2026)
Code Red! On the Harmfulness of Applying Off-the-shelf Large Language Models to Programming Tasks
by: Al-Kaswan, Ali, et al.
Published: (2025)
by: Al-Kaswan, Ali, et al.
Published: (2025)
GeoCode-GPT: A Large Language Model for Geospatial Code Generation Tasks
by: Hou, Shuyang, et al.
Published: (2024)
by: Hou, Shuyang, et al.
Published: (2024)
Ambiguity Resolution with Human Feedback for Code Writing Tasks
by: Nandan, Aditey, et al.
Published: (2025)
by: Nandan, Aditey, et al.
Published: (2025)
An Empirical Study of Knowledge Distillation for Code Understanding Tasks
by: Wang, Ruiqi, et al.
Published: (2025)
by: Wang, Ruiqi, et al.
Published: (2025)
Automated Benchmark Generation for Repository-Level Coding Tasks
by: Vergopoulos, Konstantinos, et al.
Published: (2025)
by: Vergopoulos, Konstantinos, et al.
Published: (2025)
Task-oriented Prompt Enhancement via Script Generation
by: Wang, Chung-Yu, et al.
Published: (2024)
by: Wang, Chung-Yu, et al.
Published: (2024)
Multi-Task Program Error Repair and Explanatory Diagnosis
by: Xu, Zhenyu, et al.
Published: (2024)
by: Xu, Zhenyu, et al.
Published: (2024)
Runtime-Structured Task Decomposition for Agentic Coding Systems
by: Asthana, Shubhi, et al.
Published: (2026)
by: Asthana, Shubhi, et al.
Published: (2026)
AutoDroid: LLM-powered Task Automation in Android
by: Wen, Hao, et al.
Published: (2023)
by: Wen, Hao, et al.
Published: (2023)
CABENCH: Benchmarking Composable AI for Solving Complex Tasks through Composing Ready-to-Use Models
by: Pham, Tung-Thuy, et al.
Published: (2025)
by: Pham, Tung-Thuy, et al.
Published: (2025)
Beyond Output Correctness: Benchmarking and Evaluating Large Language Model Reasoning in Coding Tasks
by: Li, Yuangang, et al.
Published: (2026)
by: Li, Yuangang, et al.
Published: (2026)
Squeez: Task-Conditioned Tool-Output Pruning for Coding Agents
by: Kovács, Ádám
Published: (2026)
by: Kovács, Ádám
Published: (2026)
Similar Items
-
TaskEval: Assessing Difficulty of Code Generation Tasks for Large Language Models
by: Tambon, Florian, et al.
Published: (2024) -
Seven Failure Points When Engineering a Retrieval Augmented Generation System
by: Barnett, Scott, et al.
Published: (2024) -
LLMs for Test Input Generation for Semantic Caches
by: Rasool, Zafaryab, et al.
Published: (2024) -
Code Readability in the Age of Large Language Models: An Industrial Case Study from Atlassian
by: Takerngsaksiri, Wannita, et al.
Published: (2025) -
Enhancing Large Language Models for Text-to-Testcase Generation
by: Alagarsamy, Saranya, et al.
Published: (2024)