Paper Citation Record · LEDGER

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace

As of 17 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2509.03890.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2509.03890 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:36:15.340847Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy15
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e8f72580-45c1-42b9-932f-ba469f9a64f3 · outbound

This paper cites FishBargain: An LLM-Empowered Bargaining Agent for Online Fleamarket Platform Sellers.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace FishBargain: An LLM-Empowered Bargaining Agent for Online Fleamarket Platform Sellers

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:17.521595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d088cc1a-b5da-4eee-9d2d-ddd7ac74e702 · outbound

This paper cites IPL: Leveraging multimodal large language models for intelligent product listing.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace IPL: Leveraging multimodal large language models for intelligent product listing

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:17.395503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e6c5eca9-6bf9-4c7f-a49d-ab8ea3eb7ecb · outbound

This paper cites RecMind: Large language model powered agent for recommendation.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace RecMind: Large language model powered agent for recommendation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:17.270544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 076fa16c-e5e4-48ac-9327-393f15e8926f · outbound

This paper cites React: Synergizing reasoning and acting in language models.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace React: Synergizing reasoning and acting in language models

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:17.131161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 49d85979-9d9c-43eb-bdc2-56ee88e8c0ef · outbound

This paper cites Show your work: Scratchpads for intermediate computation with language mod- els.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace Show your work: Scratchpads for intermediate computation with language mod- els

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:16.947113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fe428bc1-6cab-4f16-b281-8ebbdab7e312 · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace Toolformer: Language models can teach themselves to use tools

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:16.829656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation adf36862-671a-4612-ab65-2497c2f1f6a7 · outbound

This paper cites Tool calling with llama: Enhancing ai capabilities.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace Tool calling with llama: Enhancing ai capabilities

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:16.672417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3087b30d-fb37-4172-9dce-82ca2bf02e03 · outbound

This paper cites Comparing speech and keyboard text entry for short messages in two languages on touchscreen phones.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace Comparing speech and keyboard text entry for short messages in two languages on touchscreen phones

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:16.532156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 91c38776-cfa1-43b6-b10e-475248f0218a · outbound

This paper cites Llama-4-maverick-17b-128e-instruct, 2025.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace Llama-4-maverick-17b-128e-instruct, 2025

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:16.402718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a4e02f86-58e4-499a-8af0-1bd3775e4ea0 · outbound

This paper cites Chain-of-thought prompt- ing elicits reasoning in large language models.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace Chain-of-thought prompt- ing elicits reasoning in large language models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:16.289594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 932b112c-ae63-4c4e-95a0-f0f96c98de6f · outbound

This paper cites Automatic speech recognition , volume 1.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace Automatic speech recognition , volume 1

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:16.149539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a939ddc1-e421-4777-aa11-2ff13bf5562b · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:15.989296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 03288b92-e5aa-4b58-a114-d6efc7e96302 · outbound

This paper cites The rise and potential of large language model based agents: A survey.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace The rise and potential of large language model based agents: A survey

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:15.843946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c264c139-f49f-469f-b70f-edb4bd83db3f · outbound

This paper cites Examining the me- diating roles of cognitive load and performance outcomes in user satisfaction with a website.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace Examining the me- diating roles of cognitive load and performance outcomes in user satisfaction with a website

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:15.661324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fa2ec99c-5c1c-4ca4-8056-d5b879c67bce · outbound

This paper cites A survey on multimodal large language models.

FaMA: LLM-Empowered Agentic Assistant for Consumer-to-Consumer Marketplace A survey on multimodal large language models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:36:15.501059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.