Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:19:23.537787Z
Paper Citation Record · LEDGER
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
As of 18 August 2026, this Paper Citation Record lists 100 of 106 outbound references and 9 inbound Pith citation observations for arXiv:2505.15872.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:22:23.654894Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
100 of 106 outbound references displayed
- verified exact2
- verified fuzzy16
- unresolved81
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 267f1866-ee30-47f4-a9e4-7479e897a770 · outbound
This paper cites Claude 3.7 sonnet, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Claude 3.7 sonnet, 2025
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:13.947951Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd6d2c75-f7b2-4483-be7b-083fc2594580 · outbound
This paper cites Benchmarking large language mod- els in retrieval-augmented generation.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Benchmarking large language mod- els in retrieval-augmented generation
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:13.999769Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9868d956-170f-43ee-aab0-8d09d0c2db47 · outbound
This paper cites Deepseek-v3-0324, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Deepseek-v3-0324, 2025
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:14.035896Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b43578b4-2135-4856-8a50-d55246173fc4 · outbound
This paper cites A survey on rag meeting llms: Towards retrieval-augmented large language models.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation A survey on rag meeting llms: Towards retrieval-augmented large language models
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:14.093682Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f6676c9-7389-4d85-9668-2546d9f77d3a · outbound
This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:14.164968Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4706f898-6e7a-4eae-8857-73483b5eb354 · outbound
This paper cites gemini-2.0-flash, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation gemini-2.0-flash, 2025
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:14.206620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 101d6a70-f59a-4c91-bb86-e8fd9a0519e8 · outbound
This paper cites gemini-2.5-flash-preview, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation gemini-2.5-flash-preview, 2025
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:14.314908Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5b00800-f280-426a-a63b-c4f55a0cbfed · outbound
This paper cites gemini-2.5-pro-preview, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation gemini-2.5-pro-preview, 2025
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:14.425559Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f51360fe-390f-4c51-bde7-be8caf5d5fa8 · outbound
This paper cites Gemini deep research, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Gemini deep research, 2025
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:14.536700Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5db5fc67-f636-4e5b-9eb4-955bb2a5706b · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:14.644607Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d16f51a-4c9a-4af9-86ab-eb3ea3078778 · outbound
This paper cites A survey on large language models: Applications, challenges, limitations, and practical usage.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation A survey on large language models: Applications, challenges, limitations, and practical usage
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:14.758836Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35e1c6ae-f86d-4ab0-add9-ce9c632b1960 · outbound
This paper cites Rethinking with Retrieval: Faithful Large Language Model Inference.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Rethinking with Retrieval: Faithful Large Language Model Inference
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:14.858856Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0eee85ad-94c3-4cb4-99d2-2ce6b8a33120 · outbound
This paper cites MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:14.992316Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 678d7220-987e-4052-a1ee-be7aa0215040 · outbound
This paper cites PaSa: An LLM Agent for Comprehensive Academic Paper Search.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation PaSa: An LLM Agent for Comprehensive Academic Paper Search
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:15.118158Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9d38361-37fb-49af-8833-aa69ee60a63a · outbound
This paper cites Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:15.233813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c461fc7-2b5c-45fe-a606-09e0ab635195 · outbound
This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:15.354087Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfe4ff5d-e9c3-4acc-8fc3-ce40224ded2a · outbound
This paper cites GPT-4o System Card.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation GPT-4o System Card
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:15.478998Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fd2e740-e35e-4528-8d5c-ea2ae7b7c190 · outbound
This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:15.636063Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0df4548-cec2-4f30-86d7-8b1bf083ba21 · outbound
This paper cites Chatgpt for good? on opportunities and challenges of large language models for education.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Chatgpt for good? on opportunities and challenges of large language models for education
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:15.768872Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3e894fe-5af4-4630-bc8c-20a4770454f2 · outbound
This paper cites Natural questions: a benchmark for question answering research.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Natural questions: a benchmark for question answering research
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:15.936377Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 103bf430-99cb-48df-b65c-3a1ac146e397 · outbound
This paper cites Agent-g: An agentic framework for graph retrieval augmented generation.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Agent-g: An agentic framework for graph retrieval augmented generation
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:15.993701Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 994cbbaa-1198-4e57-8847-ca0b0835e653 · outbound
This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Retrieval-augmented generation for knowledge-intensive nlp tasks
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:16.066079Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74593749-1e68-4435-a723-03b62d41b193 · outbound
This paper cites Clickprompt: Ctr models are strong prompt generators for adapting language models to ctr prediction.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Clickprompt: Ctr models are strong prompt generators for adapting language models to ctr prediction
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:16.182100Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6f7c60e-e3a4-4176-be2c-68248cf2d8bf · outbound
This paper cites Rella: Retrieval-enhanced large language models for lifelong sequential behavior comprehension in recommendation.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Rella: Retrieval-enhanced large language models for lifelong sequential behavior comprehension in recommendation
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:16.271297Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f079e44d-f224-476d-bbb3-b374ca3055c7 · outbound
This paper cites How can recommender systems benefit from large language models: A survey.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation How can recommender systems benefit from large language models: A survey
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:16.368612Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 582c4d37-436a-43cd-9da9-988fcbe77aab · outbound
This paper cites DeepSeek-V3 Technical Report.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation DeepSeek-V3 Technical Report
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:16.432667Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c6eb347-2f37-4537-9335-642bbaf7b7dc · outbound
This paper cites CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:16.517440Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fd43ff2-07e0-4741-aad1-b07e843949d6 · outbound
This paper cites Knowledge injection to counter large language model (llm) hallucination.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Knowledge injection to counter large language model (llm) hallucination
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:16.547907Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0dbf52a1-7bc4-49bd-a30d-87caa729498c · outbound
This paper cites Llama 4 maverick, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Llama 4 maverick, 2025
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:16.624346Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 491c3951-d3cb-43c8-8067-774427415883 · outbound
This paper cites Ms marco: A human-generated machine reading comprehension dataset.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Ms marco: A human-generated machine reading comprehension dataset
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:16.684229Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0a6509e-404d-467e-be36-d1148bfd7bec · outbound
This paper cites Gpt-4o mini, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Gpt-4o mini, 2025
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:16.717551Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c289c90b-5968-471e-ac0e-4c2f1a1b16f5 · outbound
This paper cites o3-mini, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation o3-mini, 2025
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:16.824918Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation effa06d9-9fdd-46b4-88bf-887ff43aa2e1 · outbound
This paper cites Introducing deep research, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Introducing deep research, 2025
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:16.974719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 079932c0-a680-4903-8181-1290229def75 · outbound
This paper cites KwaiAgents: Generalized Information-seeking Agent System with Large Language Models.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation KwaiAgents: Generalized Information-seeking Agent System with Large Language Models
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:17.076854Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1675159f-a359-4928-b17f-45b930d2eaeb · outbound
This paper cites LLM Evaluators Recognize and Favor Their Own Generations.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation LLM Evaluators Recognize and Favor Their Own Generations
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:17.178061Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a987e43d-d025-4bf4-ad30-9a7e03c63825 · outbound
This paper cites Ragnarök: A reusable rag framework and baselines for trec 2024 retrieval-augmented generation track.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Ragnarök: A reusable rag framework and baselines for trec 2024 retrieval-augmented generation track
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:17.319679Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a33c8004-94fd-435b-93d1-8f73b207f353 · outbound
This paper cites Agentic Retrieval-Augmented Generation for Time Series Analysis.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Agentic Retrieval-Augmented Generation for Time Series Analysis
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:17.428332Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9cf9d45-6cbf-4147-8300-74fa0c85c8e5 · outbound
This paper cites Evaluating retrieval quality in retrieval-augmented gen- eration.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Evaluating retrieval quality in retrieval-augmented gen- eration
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:17.591234Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfa664fc-b668-4447-8417-5877e53b794c · outbound
This paper cites CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections
Reference 39
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T15:19:24.764456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5295d18e-ca0b-44de-904f-f43c57f26969 · outbound
This paper cites In ChatGPT We Trust? Measuring and Characterizing the Reliability of ChatGPT.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation In ChatGPT We Trust? Measuring and Characterizing the Reliability of ChatGPT
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:17.865016Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef530cfd-0f44-4ddc-90d4-96ea8f2aa83c · outbound
This paper cites Autogpt: Build, deploy, and run ai agents, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Autogpt: Build, deploy, and run ai agents, 2025
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:17.969329Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57d79fee-85c1-4050-a218-5dfd31eb6d68 · outbound
This paper cites Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:18.089092Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 750f9791-c30a-489f-a82e-c579d1406a7a · outbound
This paper cites MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:18.170694Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cab2332-c1f8-4873-a11e-68b07907008e · outbound
This paper cites Introducing perplexity deep research, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Introducing perplexity deep research, 2025
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:31.056135Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 00477aa1-964a-439e-9655-275347e4135b · outbound
This paper cites Qwen3 technical report, 2025.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Qwen3 technical report, 2025
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:30.979602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b2c50445-44a1-4665-b13e-00f41ec56e4f · outbound
This paper cites Large language models in medicine.Nature medicine, 29(8):1930–1940, 2023.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Large language models in medicine.Nature medicine, 29(8):1930–1940, 2023
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:18.557239Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6af8607-9b95-40fb-8e67-0a44ec10c3e0 · outbound
This paper cites Musique: Multihop questions via single-hop question composition.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Musique: Multihop questions via single-hop question composition
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:18.674661Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbbbe329-a461-41ea-a917-3a64ed83bf5a · outbound
This paper cites FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:18.807656Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9309b0f-2cf6-4248-910d-9818c3f76ad3 · outbound
This paper cites A survey on large language model based autonomous agents.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation A survey on large language model based autonomous agents
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:18.969967Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cbbabbb-20b8-4100-ba79-c5f56b859dc6 · outbound
This paper cites Emergent Abilities of Large Language Models.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Emergent Abilities of Large Language Models
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.059875Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40e101cd-6d9b-4b0c-b069-2f46f3b24295 · outbound
This paper cites BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.113302Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25861ee1-edf5-48db-bb22-57131a23e744 · outbound
This paper cites Retrieval-Augmented Generation for Natural Language Processing: A Survey.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Retrieval-Augmented Generation for Natural Language Processing: A Survey
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.170878Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e09b9809-0ee9-4147-930f-08d344793a34 · outbound
This paper cites Towards open-world recommendation with knowledge augmentation from large language models.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Towards open-world recommendation with knowledge augmentation from large language models
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.245250Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dce9cb97-04e8-45ab-a346-42310fc04ef5 · outbound
This paper cites Memocrs: Memory-enhanced sequential conversational recommender systems with large language models.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Memocrs: Memory-enhanced sequential conversational recommender systems with large language models
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.312886Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2326f22-5198-4046-bafc-e7f8c1597f2b · outbound
This paper cites Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.371243Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50ee4f9c-641c-451a-9ad9-6dfeda0bfdd3 · outbound
This paper cites Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.432011Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4c12770-c843-43b4-aa6a-f04672e3c37e · outbound
This paper cites A Critical Evaluation of Evaluations for Long-form Question Answering.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation A Critical Evaluation of Evaluations for Long-form Question Answering
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.493812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 499a9a3c-1645-4800-8d80-a9e2ae47d583 · outbound
This paper cites Crag-comprehensive rag benchmark.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Crag-comprehensive rag benchmark
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.565887Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce27a73b-58e9-4190-9d9d-e7567d4b30c4 · outbound
This paper cites A Survey of AI Agent Protocols.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation A Survey of AI Agent Protocols
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.630391Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cada1bec-29ab-4d54-b7d7-5c92c4e519a6 · outbound
This paper cites Babyagi, 2025.https://github.com/yoheinakajima/babyagi, Accessed on 2025-05-06.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Babyagi, 2025.https://github.com/yoheinakajima/babyagi, Accessed on 2025-05-06
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:30.796053Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 690db4a3-5f38-45cd-a054-3304ac7de735 · outbound
This paper cites Agentic Information Retrieval.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Agentic Information Retrieval
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.756781Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa7e5241-9967-4f2d-9a81-bf276e91f10a · outbound
This paper cites Retrieval-Augmented Generation for AI-Generated Content: A Survey.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Retrieval-Augmented Generation for AI-Generated Content: A Survey
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.811003Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 343225e3-40e4-429a-9efd-9c875c4c839c · outbound
This paper cites A Survey of Large Language Models.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation A Survey of Large Language Models
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.867289Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33e6708e-c0e2-4061-af62-cb58750096a9 · outbound
This paper cites BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:19:19.934907Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55f5349f-f63b-4fea-8f88-990f623ba0b2 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:30.390161Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6538c969-60d4-475d-b631-99635af5ebf5 · outbound
This paper cites task_name.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation task_name
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:29.874877Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b97fb32c-6848-4c9a-805f-23075e8cc68a · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:29.764725Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a259c30f-e5f7-44ad-88a3-34491b833484 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:29.616185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4d6bfccb-63c1-4401-ac91-690ef5b142a4 · outbound
This paper cites If the question has multiple sub-questions, the relevant webpages of each sub-question must be included.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation If the question has multiple sub-questions, the relevant webpages of each sub-question must be included
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:29.486800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7d28e0f6-88b8-4ec8-95ba-755c103a1ecf · outbound
This paper cites If it is more than {max_webpage_num}, select {max_webpage_num} of the most important ones.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation If it is more than {max_webpage_num}, select {max_webpage_num} of the most important ones
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:29.375333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 661593f3-c32e-485d-b4d2-67b3599b3494 · outbound
This paper cites url": "The webpage's URL.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation url": "The webpage's URL
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:29.259442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b668ac36-ca70-4523-a2f8-ac9452eee593 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:29.138347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c6b5d546-fc6a-4023-b250-c8f8d56e10d0 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:29.020987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 96395ced-66a3-4a2a-9665-ad874417c927 · outbound
This paper cites advantage languages.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation advantage languages
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:28.915943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a6b8fe08-1776-46f5-81be-6d22dfd2d4b2 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 81
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:28.783645Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f6091001-1e5c-4e9b-8595-3118200d8db7 · outbound
This paper cites Who is the current president of the USA?.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Who is the current president of the USA?
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:28.674794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a1a8b4e0-c7fb-4bb5-a506-a1de2d848c08 · outbound
This paper cites This question contains a false premise:.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation This question contains a false premise:
Reference 83
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:28.564714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ac7be271-c1fb-43aa-92f5-3c04bf17c235 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 84
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:28.456963Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a57235cf-9215-49e3-b677-91c81ed25bcd · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:28.368169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 020365ce-c09e-479b-80dd-657d98575c25 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 86
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:28.280173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 79cc6289-6f33-4779-ac0d-9cf932ca483e · outbound
This paper cites a president who is a comedian.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation a president who is a comedian
Reference 87
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T15:19:24.356196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8e1e3ed3-2d61-49ed-a81d-3b6ab4feabc6 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 88
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:28.124265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 99ecdb49-f994-47d5-ac70-4821bec4322d · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 89
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:27.944082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 211cd592-5ea7-4ecd-8932-6fc6b7d17a62 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 90
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:27.829802Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eb848811-7be8-45c3-82bb-d2a2694a2a78 · outbound
This paper cites If the candidate answer says that the question has a wrong premise„ such as person/event may not exist, it is a wrong answer.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation If the candidate answer says that the question has a wrong premise„ such as person/event may not exist, it is a wrong answer
Reference 91
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:27.641294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e10ccb42-9ab0-4096-a8e7-9916f9c1000d · outbound
This paper cites This question contains a false premise:.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation This question contains a false premise:
Reference 92
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:27.426565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f295c3e6-d53d-4e1e-9b2f-f300ced42dda · outbound
This paper cites If the candidate answer does not point out or correct this false premise, it is incorrect.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation If the candidate answer does not point out or correct this false premise, it is incorrect
Reference 93
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:27.179647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c2f1d933-2184-4079-a7ad-f1065d673467 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 94
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:26.982175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ba3f5bbd-0acd-4c84-b193-9f8ccb70f510 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 95
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:26.875005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 108963b9-8d56-4161-89f0-6261ddabd3be · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 96
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:26.705143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 42d2be57-db8c-485c-b675-934bbb484ca1 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 97
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:26.568136Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2ed94714-a8f0-42b8-adf8-b4b0dd49cffb · outbound
This paper cites If the 25 candidate answer proposes a wrong premise or cannot determine whether the person/event exists, it is a wrong answer.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation If the 25 candidate answer proposes a wrong premise or cannot determine whether the person/event exists, it is a wrong answer
Reference 98
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:26.456032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 304ff2c7-69db-4528-97bc-a58b2dc662f3 · outbound
This paper cites If the candidate answer does not answer the question correctly but proposes the need to further query relevant information, it is a wrong answer.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation If the candidate answer does not answer the question correctly but proposes the need to further query relevant information, it is a wrong answer
Reference 99
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:26.317244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1fd61b0c-1828-44eb-9fd9-2bd293948a37 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 100
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:26.150261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3d1d024e-82ef-450a-aee9-0be83f84d833 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 101
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:25.934347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 93c86005-2d1f-4e9a-8f1e-e7c2b5d1e171 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 102
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:25.787588Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3af93312-3691-47c6-8cd3-01619c8a202f · outbound
This paper cites Each query also consumes about 24k input tokens and produces roughly 4k output tokens.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Each query also consumes about 24k input tokens and produces roughly 4k output tokens
Reference 103
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T15:19:25.662352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bc9b289b-d626-4106-a137-99a79facaba1 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 104
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:30.661659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 716aec19-b0a2-4e86-a58d-60cccd8ef996 · outbound
This paper cites an unresolved cited work.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation Unresolved cited work
Reference 105
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:19:30.530379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 07cf1b17-89b6-452a-8cb9-865d3de5e633 · outbound
This paper cites 31 Table 17: Retrieval interference under different languages, measured by %.
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation 31 Table 17: Retrieval interference under different languages, measured by %
Reference 106
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:19:25.483022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
Observation d36943e7-71c7-4fe0-a2b7-a58138345389 · inbound
A Vision for Geo-Temporal Deep Research Systems: Towards Comprehensive, Transparent, and Reproducible Geo-Temporal Information Synthesis cites this paper.
A Vision for Geo-Temporal Deep Research Systems: Towards Comprehensive, Transparent, and Reproducible Geo-Temporal Information Synthesis InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:22:23.654894Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 633dbf49-04a8-4d26-b05b-cfb5832a819f · inbound
Search-Time Data Contamination cites this paper.
Search-Time Data Contamination InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:08:06.259236Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a08b2747-bd47-44da-b08d-8e6acec2a86e · inbound
LocalSearchBench: Benchmarking Agentic Search in Real-World Local Life Services cites this paper.
LocalSearchBench: Benchmarking Agentic Search in Real-World Local Life Services InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T18:00:21.476899Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 566409b6-47be-4d1c-97ed-9ee14306cbdd · inbound
Toward Agentic RAG for Ukrainian cites this paper.
Toward Agentic RAG for Ukrainian InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T11:25:18.441619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f02dca05-5bcf-4999-b883-b95929da1eb5 · inbound
Modular Representation Compression: Adapting LLMs for Efficient and Effective Recommendations cites this paper.
Modular Representation Compression: Adapting LLMs for Efficient and Effective Recommendations InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Reference 64
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T12:06:04.691242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a7bfa4f0-c122-4597-adb6-7271404b1426 · inbound
AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery cites this paper.
AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:33.156215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c2a4ebbc-21a1-4410-a417-49b5807141a7 · inbound
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement cites this paper.
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Reference 9
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- verified exact
- arxiv_id, observed 2026-06-27T09:40:47.104895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 71eb74e4-2072-4771-a37e-92333b5d68f4 · inbound
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application cites this paper.
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Reference 67
- Resolution
- verified exact
- arxiv_id, observed 2026-06-27T09:50:48.362454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 008b51d7-21a8-4314-9bd4-d76f5f4991b3 · inbound
Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents cites this paper.
Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Reference 116
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T15:12:55.808996Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.