Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:22:29.330309Z
Paper Citation Record · LEDGER
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent
As of 22 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2509.06341.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T01:23:15.953377Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
13 of 13 outbound references displayed
- verified exact1
- verified fuzzy0
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d015bfbc-1ed3-4a1d-973f-768eab947467 · outbound
This paper cites MultiWOZ - A Large - Scale Multi - Domain Wizard -of- Oz Dataset for Task - Oriented Dialogue Modelling.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent MultiWOZ - A Large - Scale Multi - Domain Wizard -of- Oz Dataset for Task - Oriented Dialogue Modelling
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:22:29.254953Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fe4dcf8-692f-4fd6-8301-1582eec86b2f · outbound
This paper cites NegotiationToM : A Benchmark for Stress -testing Machine Theory of Mind on Negotiation Surrounding.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent NegotiationToM : A Benchmark for Stress -testing Machine Theory of Mind on Negotiation Surrounding
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:22:29.261356Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4002bfb8-8fec-4712-be75-f02729d43f94 · outbound
This paper cites ACEBench : Who Wins the Match Point in Tool Usage ?, July 2025.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent ACEBench : Who Wins the Match Point in Tool Usage ?, July 2025
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:22:29.266940Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 874fafc9-39e9-43f5-aafe-99250e23594e · outbound
This paper cites Davidson, Veniamin Veselovsky, Martin Josifoski, Maxime Peyrard, Antoine Bosselut, Michal Kosinski, and Robert West.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent Davidson, Veniamin Veselovsky, Martin Josifoski, Maxime Peyrard, Antoine Bosselut, Michal Kosinski, and Robert West
Reference 4
- Resolution
- verified exact
- doi, observed 2026-08-15T16:22:29.523853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f2691652-429f-4ad2-aab8-9179d87bb678 · outbound
This paper cites FishBargain : An LLM - Empowered Bargaining Agent for Online Fleamarket Platform Sellers.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent FishBargain : An LLM - Empowered Bargaining Agent for Online Fleamarket Platform Sellers
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:22:29.279731Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a47ea453-e8f7-47b0-a768-be24fc0bf054 · outbound
This paper cites Evaluating LLM -based Agents for Multi - Turn Conversations : A Survey , March 2025.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent Evaluating LLM -based Agents for Multi - Turn Conversations : A Survey , March 2025
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:22:29.284990Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a4b0040-58f2-4246-a981-cf81175bf40a · outbound
This paper cites Decoupling Strategy and Generation in Negotiation Dialogues.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent Decoupling Strategy and Generation in Negotiation Dialogues
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:22:29.290595Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5586ab50-26d1-4e7b-bf22-280d564c40df · outbound
This paper cites Deal or No Deal ? End -to- End Learning of Negotiation Dialogues.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent Deal or No Deal ? End -to- End Learning of Negotiation Dialogues
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:22:29.296851Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b123de38-c5b1-462e-8c95-5b6848912e06 · outbound
This paper cites ToolACE: Winning the Points of LLM Function Calling.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent ToolACE: Winning the Points of LLM Function Calling
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:22:29.303063Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8afcd637-f2ef-4e8c-9997-c691372ce44d · outbound
This paper cites Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:22:29.310232Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc8bc95a-6ba7-44a5-ab9a-a7740ebe730d · outbound
This paper cites Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:22:29.316774Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b47495f1-cd3f-491d-bfbd-3e7de3ee20d0 · outbound
This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:22:29.323552Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d965c52-053c-4a00-88d6-c95fd9cbf8ed · outbound
This paper cites SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents.
Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:22:29.330309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 9ab47d8a-a8eb-4d68-991f-05d1f27da50e · inbound
Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce cites this paper.
Can LLM Agents Price Competitively? A Dynamic Multi-Attribute Auction Benchmark for Agentic Commerce Evaluating Multi-Turn Bargain Skills in LLM-Based Seller Agent
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T01:23:15.953377Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.