SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information | Paper Citation Record

Observation 0d3d2b53-cf36-4553-99ae-37d9bec5e39a · outbound

This paper cites Langley , title =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Langley , title =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.624053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e475699-9ac0-4f50-ab64-29a8dff91f87 · outbound

This paper cites AutoGLM: Autonomous Foundation Agents for GUIs.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information AutoGLM: Autonomous Foundation Agents for GUIs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.630665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cbf283e-58e2-4f43-a012-a5ff84ee17f4 · outbound

This paper cites Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis , booktitle =

Reference 3

Resolution: verified exact; doi, observed 2026-08-12T19:23:28.892140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 262e6737-2251-4969-8689-dc1ad8c3da03 · outbound

This paper cites an unresolved cited work.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.644209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5bd2610-ebc0-4921-beae-035751c68f56 · outbound

This paper cites Gaia2: Benchmarking.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Gaia2: Benchmarking

Reference 5

Resolution: verified exact; doi, observed 2026-08-12T19:23:28.824200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5f2f6079-8e0c-423e-9418-3d4d740cc9cf · outbound

This paper cites The Thirteenth International Conference on Learning Representations,.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information The Thirteenth International Conference on Learning Representations,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.656643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eed80e8-4fda-4798-b393-f5c232c1374f · outbound

This paper cites AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents , booktitle =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.662759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aab3ff45-1e69-4b58-8a2b-06ba5ec7c50b · outbound

This paper cites OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments , booktitle =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.671216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6fa389a-5855-47e3-91a9-d72036d08e70 · outbound

This paper cites Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents , booktitle =

Reference 9

Resolution: verified exact; doi, observed 2026-08-12T19:23:28.642993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e2c12d1e-c277-49ae-9edd-0c9fd3d326f0 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.682339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1690fc54-620e-43d7-8ebc-5973c210db23 · outbound

This paper cites an unresolved cited work.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.687685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7fbe459-18b3-4e79-85f5-3ccb31a31ff5 · outbound

This paper cites AppAgent: Multimodal Agents as Smartphone Users , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information AppAgent: Multimodal Agents as Smartphone Users , booktitle =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.693441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76666871-2092-490d-aa4e-e780c00513fe · outbound

This paper cites DeepSeek-V3 Technical Report.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information DeepSeek-V3 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.698799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d908d904-43c2-43cd-8707-8af95370b703 · outbound

This paper cites CoRR , volume =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information CoRR , volume =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.704359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a3361d7-5ae0-455f-9895-ca98c1e57cfa · outbound

This paper cites AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.709584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dda646a-c5d9-4723-85f3-7de59453ace0 · outbound

This paper cites From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models , booktitle =

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.715967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a46d83d4-d7ba-4869-ae16-463c5eba8be4 · outbound

This paper cites The Thirteenth International Conference on Learning Representations,.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information The Thirteenth International Conference on Learning Representations,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.721936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8999ef49-cbed-404e-9226-2314b38e0b14 · outbound

This paper cites The Twelfth International Conference on Learning Representations,.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information The Twelfth International Conference on Learning Representations,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.727753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 376c67ef-44bd-4260-9b91-fcdda83d8c95 · outbound

This paper cites The Thirteenth International Conference on Learning Representations,.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information The Thirteenth International Conference on Learning Representations,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.733603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab0b0730-1558-44c2-9e1e-c3ae8030677a · outbound

This paper cites FanOutQA:.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information FanOutQA:

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.739412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98778e32-1a63-4115-b78c-204c22101d1d · outbound

This paper cites Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation , booktitle =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.746854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef4c0d86-c4b4-4050-bc2c-3b701dc087d9 · outbound

This paper cites Cohen and Ruslan Salakhutdinov and Christopher D.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Cohen and Ruslan Salakhutdinov and Christopher D

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.753970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 713569f4-462e-41df-8ac5-7ab811aef820 · outbound

This paper cites Generalizing Verifiable Instruction Following.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Generalizing Verifiable Instruction Following

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.763030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f677e6b5-217f-4c6d-aa0a-463420e36a22 · outbound

This paper cites On the Multi-turn Instruction Following for Conversational Web Agents , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information On the Multi-turn Instruction Following for Conversational Web Agents , booktitle =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.770692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17883964-782b-490b-a663-6947cb8de8d1 · outbound

This paper cites Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation , booktitle =

Reference 25

Resolution: verified exact; doi, observed 2026-08-12T19:23:28.426948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9b496bff-8d9a-478d-8414-54874be83004 · outbound

This paper cites TL-Training:.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information TL-Training:

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.783860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a707554c-dccf-4d71-8ff1-4964b98cfabc · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Instruction-Following Evaluation for Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.790762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aacb158e-0f82-445c-a4aa-d300ef1634b9 · outbound

This paper cites First-Person Fairness in Chatbots.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information First-Person Fairness in Chatbots

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.796199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 504da331-f6d2-4bc9-8721-fc5ce57263aa · outbound

This paper cites Tool learning with large language models: a survey , journal =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Tool learning with large language models: a survey , journal =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.802775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8a15dec-dc31-4a63-9077-949d426406d9 · outbound

This paper cites an unresolved cited work.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.808303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60fe019a-b7e9-434c-9d3c-66d7cf60f3aa · outbound

This paper cites an unresolved cited work.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Unresolved cited work

Reference 31

Resolution: parse uncertain; no resolver link, observed 2026-08-12T19:21:58.814046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 870b9e98-03eb-4190-9e6f-4636f8289b2e · outbound

This paper cites an unresolved cited work.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.819426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f664a46-f911-4e3c-8dec-6054188e3f03 · outbound

This paper cites an unresolved cited work.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.825117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28bd6c66-ec43-40bb-a772-66eaeebf9336 · outbound

This paper cites an unresolved cited work.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.830362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84bf6d1d-6af2-4e55-bd46-320b798ddfd3 · outbound

This paper cites Newell and P.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Newell and P

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.836583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc89091e-2067-42c9-906d-0a82fbe3de2c · outbound

This paper cites an unresolved cited work.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.842032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5ecb3c6-38d4-400a-9903-416c564c4d3a · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Toolformer: Language Models Can Teach Themselves to Use Tools , booktitle =

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.850170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e94bcfa-ef29-4123-8fa6-6c6146d3122b · outbound

This paper cites and Stoica, Ion and Xing, Eric P.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information and Stoica, Ion and Xing, Eric P

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.855533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eead0c0a-dcdf-469c-a06c-a3382e82d138 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.862026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f503f6ea-2063-4c3e-bdf7-4b9d802ef501 · outbound

This paper cites Scaling Laws for Neural Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Scaling Laws for Neural Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.868620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 409a4d5f-eb31-4393-b95c-0ab7fa7dbbe1 · outbound

This paper cites 2011 , publisher=.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information 2011 , publisher=

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.875174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1bf6ce0-cf16-42e1-801e-9a1d8e4da587 · outbound

This paper cites RestGPT: Connecting Large Language Models with Real-World RESTful APIs.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information RestGPT: Connecting Large Language Models with Real-World RESTful APIs

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.880808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 677d6db5-626c-49a2-8c2c-1758ecae4f89 · outbound

This paper cites Improving Language Models by Retrieving from Trillions of Tokens , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Improving Language Models by Retrieving from Trillions of Tokens , booktitle =

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.886530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22ec1c83-0ad8-411f-8276-1f1df8abbe85 · outbound

This paper cites Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.891620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 559368ef-7b8c-4ab8-a315-6d5ec915e2f3 · outbound

This paper cites LaMDA: Language Models for Dialog Applications.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information LaMDA: Language Models for Dialog Applications

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.897223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76062a80-5d32-46be-b837-e9e9ab1b69fa · outbound

This paper cites TALM: Tool Augmented Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information TALM: Tool Augmented Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.903319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16d20607-24fc-42bd-beca-d3ee04d9c111 · outbound

This paper cites HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.908726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6416dcc2-8d0e-40de-be70-bd8c56b2e984 · outbound

This paper cites ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.914291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d8f8a41-0d7f-467f-9700-deacd409d182 · outbound

This paper cites On the Tool Manipulation Capability of Open-source Large Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information On the Tool Manipulation Capability of Open-source Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.919706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 243aed30-d86c-4f25-98f4-3ca26e64c1db · outbound

This paper cites Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.925867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02c142c0-e3f2-4826-9212-702502787eff · outbound

This paper cites CoRR , volume =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information CoRR , volume =

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.932398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a088319-384f-4d81-8edc-c2a88aa94bc5 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information WebGPT: Browser-assisted question-answering with human feedback

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.938065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92a932cd-81a9-49f3-abcb-5181cffe8eaf · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Scaling Instruction-Finetuned Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.944883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0e7730e-4561-43e5-b1b9-12d4d2d64d5c · outbound

This paper cites Chi and Tatsunori Hashimoto and Oriol Vinyals and Percy Liang and Jeff Dean and William Fedus , title =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Chi and Tatsunori Hashimoto and Oriol Vinyals and Percy Liang and Jeff Dean and William Fedus , title =

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.950479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffc3ef02-0713-4f13-9505-a6ef09f776e8 · outbound

This paper cites Narasimhan and Yuan Cao , title =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Narasimhan and Yuan Cao , title =

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.956016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b290845d-1959-4e9d-aee2-e1cef7ef86fd · outbound

This paper cites Chi and Quoc V.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Chi and Quoc V

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.961736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 501493c6-4cda-46d7-af8f-2689efd2876d · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.967514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18b28abb-e018-486c-b4ec-84c4705b8b48 · outbound

This paper cites GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.973424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43770c68-76d8-4d26-97d8-0aa098cde640 · outbound

This paper cites Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.978942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a41b55-0915-4817-b76f-f48acc6c4949 · outbound

This paper cites GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction , booktitle =

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.984416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aca258d9-31f2-48d8-8c41-62638fd2de37 · outbound

This paper cites , author=.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information , author=

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.990406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd50d75b-b662-4e67-a8d2-d9eb00453e05 · outbound

This paper cites Patil and Tianjun Zhang and Xin Wang and Joseph E.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Patil and Tianjun Zhang and Xin Wang and Joseph E

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:58.996026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 444ba3f7-2efe-410e-9ed9-ad98eb8d3466 · outbound

This paper cites an unresolved cited work.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.001037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d61a495b-167e-4bd3-9e9c-9f728b833094 · outbound

This paper cites Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning , booktitle =

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.008901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06fcce3a-1348-4f1a-8bbc-40eb06386d6c · outbound

This paper cites an unresolved cited work.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.014624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d6ee9cc-40a1-4fe8-ba2c-7d3bfa9bf6e4 · outbound

This paper cites Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? , booktitle =

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.019788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a84ff0a-1049-410a-ade2-7db6586bc985 · outbound

This paper cites Program Synthesis with Large Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Program Synthesis with Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.028908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e6bd6cc-eee7-45d3-8a77-6595fb417be9 · outbound

This paper cites Measuring Mathematical Problem Solving With the.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Measuring Mathematical Problem Solving With the

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.034957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5f4779d-be23-4e95-a7ed-c12dbb3cf7a2 · outbound

This paper cites an unresolved cited work.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.043085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e51fcf-4af9-40e3-abb9-65f4ea18934e · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.049354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fec37c2-3645-4121-acad-f36ed77b903b · outbound

This paper cites InFoBench: Evaluating Instruction Following Ability in Large Language Models , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information InFoBench: Evaluating Instruction Following Ability in Large Language Models , booktitle =

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.055383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43eecf78-d042-48cf-93b1-2fc5599aec3b · outbound

This paper cites IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.062541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c381b3c8-f251-46ff-8408-0aeceb4b2af3 · outbound

This paper cites CIF-Bench:.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information CIF-Bench:

Reference 73

Resolution: verified exact; doi, observed 2026-08-12T19:22:01.708390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 219506e4-e879-48af-b797-41ff5f411b71 · outbound

This paper cites Manning and Stefano Ermon and Chelsea Finn , editor =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Manning and Stefano Ermon and Chelsea Finn , editor =

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.077006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1fda741-9ab2-465b-8824-813dcb2ae246 · outbound

This paper cites FollowEval: A Multi-Dimensional Benchmark for Assessing the Instruction-Following Capability of Large Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information FollowEval: A Multi-Dimensional Benchmark for Assessing the Instruction-Following Capability of Large Language Models

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.082243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7131c1c-784a-45c8-924e-ac75120185b5 · outbound

This paper cites From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models , booktitle =

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.087672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37c7d433-dc3e-4ac7-a205-acaa6e91b16b · outbound

This paper cites Conifer: Improving Complex Constrained Instruction-Following Ability of Large Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Conifer: Improving Complex Constrained Instruction-Following Ability of Large Language Models

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.093215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89c0deb6-04e4-46e9-a823-fd598e39e6a4 · outbound

This paper cites Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.098498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb77a871-757a-4ad2-842f-b800da01771a · outbound

This paper cites SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.104812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cb0ccac-6e5e-4765-8b12-d6536c089f2e · outbound

This paper cites Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.112477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b21da20d-4005-4b86-bb06-3eee258a38e9 · outbound

This paper cites FollowBench:.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information FollowBench:

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.118087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dea1378-933a-4d8f-856b-792e97303e34 · outbound

This paper cites Needle in the Haystack for Memory Based Large Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Needle in the Haystack for Memory Based Large Language Models

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.129521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f76cd0a4-0968-40aa-a153-c79214cd5fc1 · outbound

This paper cites Qwen3 Technical Report.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Qwen3 Technical Report

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.135717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 259dd41d-7df7-40b7-9726-859a10de69a5 · outbound

This paper cites Findings of the Association for Computational Linguistics,.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Findings of the Association for Computational Linguistics,

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.143832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc5eecb0-ae1b-4ca8-b5ad-b73c7525b84c · outbound

This paper cites InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.152621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6d96620-9d51-4b89-af16-2dd3598b649a · outbound

This paper cites Long Context vs.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Long Context vs

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.160015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c183f780-9786-431c-b428-3cd84bbbf6d9 · outbound

This paper cites MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.166468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f43e3356-ddf2-45e9-889f-ebe1c070661a · outbound

This paper cites The Thirteenth International Conference on Learning Representations,.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information The Thirteenth International Conference on Learning Representations,

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.172188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6edc0562-3a95-46b9-8612-4b61d88ba15b · outbound

This paper cites Hanjie and Runzhe Yang and Karthik R.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Hanjie and Runzhe Yang and Karthik R

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.179579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adc69345-6af4-49d4-be9c-d20a6219a7af · outbound

This paper cites DeepSeek-OCR: Contexts Optical Compression.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information DeepSeek-OCR: Contexts Optical Compression

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.189384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a24fd01-5bb2-49dc-9b7f-205d925dea79 · outbound

This paper cites Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.195991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c123124-ae6f-400b-ad14-e6cb13f5a139 · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.203762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10870325-622c-473c-b126-934be6591ef0 · outbound

This paper cites Qwen2.5 Technical Report.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Qwen2.5 Technical Report

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.213050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b581982a-1e51-4025-b3d5-e08152b243f8 · outbound

This paper cites 2024 , url=.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information 2024 , url=

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.219235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 478158d4-3e28-4940-9f30-97e5f055682d · outbound

This paper cites 2023 , url=.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information 2023 , url=

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.225271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24e30cd2-de56-4bd5-8032-d86f246dcfc0 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information Code Llama: Open Foundation Models for Code

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.232907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a52fc40-6cf4-4664-a5e6-d87f60e13b2b · outbound

This paper cites ToolHop:.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information ToolHop:

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.238846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd455ddb-5ec9-46e5-8f49-1a32cc7c7b27 · outbound

This paper cites 2023 , url=.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information 2023 , url=

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.245764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44819e06-aebc-406c-9097-bb6d2c07442b · outbound

This paper cites T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step , booktitle =

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.252278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4081df13-c0af-4874-95c5-8689dd87b6c1 · outbound

This paper cites TaskBench: Benchmarking Large Language Models for Task Automation , booktitle =.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information TaskBench: Benchmarking Large Language Models for Task Automation , booktitle =

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-12T19:21:59.257857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers