Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead | Paper Citation Record

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This paper cites Get my drift? Catching LLM Task Drift with Activation Deltas.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Get my drift? Catching LLM Task Drift with Activation Deltas

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This paper cites PipeFill: Using GPUs During Bubbles in Pipeline-parallel LLM Training.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead PipeFill: Using GPUs During Bubbles in Pipeline-parallel LLM Training

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This paper cites Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models

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This paper cites Investigating Markers and Drivers of Gender Bias in Machine Translations.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Investigating Markers and Drivers of Gender Bias in Machine Translations

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Concerned with Data Contamination? Assessing Countermeasures in Code Language Model

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code Generation

Reference 22

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This paper cites BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Fine-Tuning Large Language Models with User-Level Differential Privacy

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead GameGPT: Multi-agent Collaborative Framework for Game Development

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Evaluating Large Language Models Trained on Code

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Anonymity Unveiled: A Practical Framework for Auditing Data Use in Deep Learning Models

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Embodied CoT Distillation From LLM To Off-the-shelf Agents

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Stable Language Model Pre-training by Reducing Embedding Variability

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead arXiv preprint arXiv:2402.09225 (2024)

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 65

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Observation 3f7a080a-a814-4b33-ab1e-9a136827977d · outbound

This paper cites Targeted Efficient Fine-tuning: Optimizing Parameter Updates with Data-Driven Sample Selection.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Targeted Efficient Fine-tuning: Optimizing Parameter Updates with Data-Driven Sample Selection

Reference 66

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Unavailable: canonical work link unavailable.

Observation ef5a41be-ff07-4dd8-bc1b-df9f3f17e670 · outbound

This paper cites Efficient Training of Large Language Models on Distributed Infrastructures: A Survey.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Efficient Training of Large Language Models on Distributed Infrastructures: A Survey

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:27.577695Z

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Observation c58fdf16-5be1-499b-9dd9-c26987899b3a · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:27.669007Z

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Unavailable: canonical work link unavailable.

Observation 5ac508a4-88a0-4bd8-8df0-fe05232524d2 · outbound

This paper cites ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:27.517840Z

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Unavailable: canonical work link unavailable.

Observation 9b4d150e-36a2-41e9-a8a1-84219c805f01 · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:27.889365Z

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Unavailable: canonical work link unavailable.

Observation a30a7f77-ab37-46de-b648-6cce7cada8c3 · outbound

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead A survey of agent interoperability protocols: Model Context Protocol (MCP), Agent Communication Protocol (ACP), Agent-to-Agent Protocol (A2A), and Agent Network Protocol (ANP)

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:28.040845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0480ad43-f8e9-4c04-9e4b-06efe5fecf54 · outbound

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Intent Assurance using LLMs guided by Intent Drift

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:27.788086Z

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Unavailable: canonical work link unavailable.

Observation 2fc01c5c-7f7f-4b7f-9cb2-943a11a7ae70 · outbound

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Whispers in the Machine: Confidentiality in Agentic Systems

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:28.219067Z

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Unavailable: canonical work link unavailable.

Observation f10dca15-5e25-408c-91ca-f68938446620 · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:28.292548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e09f09fb-c5b1-4938-b356-52a8cec43dcc · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:28.111691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f66c54ef-8c31-4e2e-87df-b8a3c6329a2a · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:28.491699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36fb49aa-6578-460e-9177-81d185513de0 · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:28.590021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dc80925-8187-41ef-8e4d-9cf56e1c1e30 · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:28.385833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba5f2fce-2e34-4fdb-96a3-d4ef4c8d70a2 · outbound

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Understanding Knowledge Drift in LLMs through Misinformation

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:28.744190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab8bffd6-d676-42d4-b3d8-9de396ddbecc · outbound

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead CURLoRA: Stable LLM Continual Fine-Tuning and Catastrophic Forgetting Mitigation

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:28.877362Z

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Unavailable: canonical work link unavailable.

Observation 60381045-6a7c-4c99-bd15-df2389691318 · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:28.678251Z

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Unavailable: canonical work link unavailable.

Observation 0ae99866-d2ec-4ed6-8edc-03fe5eaedc9f · outbound

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead When One LLM Drools, Multi-LLM Collaboration Rules

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:29.050885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11195f58-0361-41a9-82a5-7a2b6f0271a5 · outbound

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:29.149294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d2cc033-db8c-4453-9a92-3847d1a4c7d2 · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:28.968222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f0c5a0e-5e6e-4c09-8dcb-b520eeafff4c · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:29.309317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fc1bc82-4a9e-4050-aceb-7db312335934 · outbound

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead MULTI-CASE: A Transformer-based Ethics-aware Multimodal Investigative Intelligence Framework

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:29.442720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fb81ef7-e6a6-46a4-ad1d-abae44046610 · outbound

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:29.263197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 195a3ecc-af48-47ed-b019-3c02b3b79a90 · outbound

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead PoisonBench: Assessing Large Language Model Vulnerability to Data Poisoning

Reference 88

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6454d8d-2d90-4a6d-96c7-88c5c23f5fca · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:29.782310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8a6662d-290c-4746-a6ce-912038645599 · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:29.548615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f84bb15-9942-4b46-b52a-3af53b79ebfb · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:29.977140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1487f14-a72a-4e95-9b1b-137aed93dcfc · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:30.082660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfa86d0f-9a13-4e12-8477-5f6e6a673a7c · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:29.851257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79771841-457f-4a2a-ba24-a4b06067879b · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:30.246114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92bd4998-fd0d-4caf-80ff-a13e39785f13 · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:30.326426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74ce132f-d9d4-47f6-b64f-bbb8182bf6cb · outbound

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:30.193882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9892c35b-8b39-473f-bd08-128bb5adc6d6 · outbound

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Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:30.493329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed5b51f5-8798-493e-8fb0-239e737b93db · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:30.567650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9d7dda4-dbcb-4df7-843e-c9916e1a852e · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:30.427114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1acfac23-a085-49a5-ac4c-a4e02ff315f6 · outbound

This paper cites an unresolved cited work.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Unresolved cited work

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-06T21:36:30.696106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Outbound references

Pith citing papers