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Paper Citation Record · LEDGER

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction

As of 13 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2411.16723.

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

pith.paper-citation-record.v1
2411.16723 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:22:22.060657Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-14T23:13:15.016486Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T23:13:15.904770Z

Reference resolution

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy5
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5891d56b-8f92-47ea-be19-0ec6ea882ee6 · outbound

This paper cites an unresolved cited work.

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:22:22.208568Z

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.

source=pdf_text observed=2026-08-12T14:22:22.019007Z digest=sha256:808e167998567e5d99b8c0be0b03d6487d6bdb560bdbc9c92017db7f2fa72e27

Observation d004be4b-22ba-4908-8049-111d2f01a832 · outbound

This paper cites Code as Policies: Language Model Programs for Embodied Control.

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction Code as Policies: Language Model Programs for Embodied Control

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T14:22:22.032351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:22:22.032351Z digest=sha256:50d234ea35183453e5ec4b9df81276d886a2225ac8cba4a385718699c65f2970

Observation 0b4d38e3-c148-43c2-a959-7efcc38580d2 · outbound

This paper cites sheep- skins/spottyai, September.

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction sheep- skins/spottyai, September

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:22:22.175589Z

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.

source=pdf_text observed=2026-08-12T14:22:22.040014Z digest=sha256:497d6768e872e16895cd60665a0ab48fdb318d261c8f738d04f64b86205fb402

Observation dee62675-b41c-4658-8a6c-f20e6380bbb7 · outbound

This paper cites [Sorin and Klang, 2023 ] Vera Sorin and Eyal Klang.

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction [Sorin and Klang, 2023 ] Vera Sorin and Eyal Klang

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:22:22.165667Z

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.

source=pdf_text observed=2026-08-12T14:22:22.043823Z digest=sha256:7bf2806fbfd5ae5dd73ae5bae19c972439441f342e8c21bdce7ad977a082fd84

Observation e5112d7b-f82b-48b6-90fe-ba7a8a1ed7c4 · outbound

This paper cites [Staniaszek et al.

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction [Staniaszek et al

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:22:22.154823Z

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.

source=pdf_text observed=2026-08-12T14:22:22.046941Z digest=sha256:dea049783609a042dd864c3facc30244af0a1d93aa109c9349c2fb0f7cbe8ae1

Observation 661dc9f7-f171-4963-b5c2-7abdad8966d5 · outbound

This paper cites ‘Fighting fire with fire’ — using LLMs to combat LLM hallucinations.

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction ‘Fighting fire with fire’ — using LLMs to combat LLM hallucinations

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:22:22.145133Z

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.

source=pdf_text observed=2026-08-12T14:22:22.050295Z digest=sha256:1c0f569879cb7402f3620d0df4f751427856a307010de589d5b0058b0a146dec

Observation 8c6c0694-af2b-4cd5-9238-0d9b8f9ac23c · outbound

This paper cites [Wu et al.

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction [Wu et al

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:22:22.133672Z

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.

source=pdf_text observed=2026-08-12T14:22:22.053699Z digest=sha256:1860e4ca0fb95da4d994b05f80ed45477c5815c4af4060a5d4826dfb868b7b9a

Observation 49130db2-ab25-469a-8aaf-8c0269811e92 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-12T14:22:22.057154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:22:22.057154Z digest=sha256:ef092a33730df2c1cac673b616e5c902bce9f646c37f0e17a52c36180cf98e72

Observation eee07c42-6982-41f9-a25b-5dd4a1a0faae · outbound

This paper cites When Language Model Meets Private Library.

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction When Language Model Meets Private Library

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T14:22:22.060657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:22:22.060657Z digest=sha256:6eda2d7bc95418c13ae904de53ef0b28da416aa4421d98e0714ee20ebae60656

Observation ded46b64-8ef6-4323-8193-dce5725dd2fa · outbound

This paper cites an unresolved cited work.

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction Unresolved cited work

Reference 2022

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:22:22.198042Z

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.

source=pdf_text observed=2026-08-12T14:22:22.023636Z digest=sha256:d108ed8447fdbfc72ea407b659f2ee31c8702f1a3706bf0ed4c8edf897b33847

Observation 4e4aa20c-73ab-492d-836b-6ba31dc33679 · outbound

This paper cites Foundation Models in Robotics: Applications, Challenges, and the Future.

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction Foundation Models in Robotics: Applications, Challenges, and the Future

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-12T14:22:22.028230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:22:22.028230Z digest=sha256:3c3a4ec5ec97279efdc018dac513dc776fc2bb8df89d15f15627c325c00a895a

Observation 2f4bcc99-af84-43f6-a546-c11acf06f686 · outbound

This paper cites an unresolved cited work.

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:22:22.186400Z

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.

source=pdf_text observed=2026-08-12T14:22:22.036339Z digest=sha256:9bd3b5c92d44b3d48417860cdd2125ef2fe1596aee7c49e90a984898a8ed22cb

Pith citing papers

Observation 3329046b-8b0a-480c-bcee-8ff6c282e489 · inbound

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory cites this paper.

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction

Reference 272

Resolution
verified exact
arxiv_id, observed 2026-05-14T23:13:15.908428Z

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.

source=arxiv_source observed=2026-05-14T23:13:15.016486Z digest=sha256:e4fb0017cc99cc7894c7bcd1ce4f26413bc5c6d311638abd18ec9d838acf7efa