Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T23:38:34.053487Z
Paper Citation Record · LEDGER
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model
As of 8 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 5 inbound Pith citation observations for arXiv:2502.08820.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:02:37.849489Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-14T00:26:48.404973Z
Reference resolution
17 of 17 outbound references displayed
- verified exact0
- verified fuzzy3
- unresolved12
- parse uncertain1
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d4348e9f-b845-4844-b807-cfca91e568b9 · outbound
This paper cites an unresolved cited work.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T23:38:34.671799Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f10ab68f-8490-48f0-a737-cfdd9a243909 · outbound
This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model ReAct: Synergizing Reasoning and Acting in Language Models
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:38:33.977956Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30ec39b0-7313-41d7-97b9-fa0abc2023bf · outbound
This paper cites name": "LxOm64zLyg.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model name": "LxOm64zLyg
Reference 3
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T23:38:34.642453Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5dbe1929-769e-4935-87da-e2499ebf55d3 · outbound
This paper cites an unresolved cited work.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T23:38:34.657188Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d7fb3f20-a955-4dfd-91c0-1deda0bc70f5 · outbound
This paper cites an unresolved cited work.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T23:38:34.627027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 60c69167-3b28-46e4-8a6b-8cb69f36b1d8 · outbound
This paper cites an unresolved cited work.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T23:38:34.611731Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b69c8119-a1a9-4f74-990a-0fd6a7c92174 · outbound
This paper cites [END OF TASK INSTRUCTION] [BEGIN OF A V AILABLE TOOLS].
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model [END OF TASK INSTRUCTION] [BEGIN OF A V AILABLE TOOLS]
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T23:38:34.596597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5b4518c6-551c-4672-a19b-cc3a305a14d3 · outbound
This paper cites an unresolved cited work.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T23:38:34.582102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a965fb2d-b649-411b-b547-9902460d3cb8 · outbound
This paper cites an unresolved cited work.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T23:38:34.566727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d54e6e4c-c6e8-42c9-92b4-f57337262b94 · outbound
This paper cites an unresolved cited work.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T23:38:34.211656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 92c846e3-612a-4b33-8df1-be70e4535dc5 · outbound
This paper cites an unresolved cited work.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T23:38:34.153570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 789a1a88-6fae-4781-a556-fa36345d8652 · outbound
This paper cites an unresolved cited work.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Unresolved cited work
Reference 50
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-07T23:38:34.491545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9f264893-f36a-4400-85f4-300bba88b129 · outbound
This paper cites an unresolved cited work.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T23:38:34.397186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1627ea94-63aa-4c3e-aadd-ac300fea6a2a · outbound
This paper cites an unresolved cited work.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T23:38:34.139111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb600347-2402-44bd-aa4a-0bd6c1856aac · outbound
This paper cites Meditate to Sounds of Nature.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Meditate to Sounds of Nature
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T23:38:34.123315Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 29375861-10b6-4a6c-ab9b-4e41da5116ea · outbound
This paper cites mango”, portion_amount=8.0, portion_unit=“piece.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model mango”, portion_amount=8.0, portion_unit=“piece
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T23:38:34.687056Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9540fe74-3162-4ee9-b067-c8d0f4ca10ee · outbound
This paper cites Large Language Models as Zero-shot Dialogue State Tracker through Function Calling.
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Large Language Models as Zero-shot Dialogue State Tracker through Function Calling
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:38:33.909328Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 4d9efff1-59be-4765-baa8-acf604adf80a · inbound
ToolRL: Reward is All Tool Learning Needs cites this paper.
ToolRL: Reward is All Tool Learning Needs Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T00:26:48.408379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1263e47b-b410-4cc9-862a-b4c46cd4ebdd · inbound
DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues cites this paper.
DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:02:37.849489Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55d383a2-5a12-4827-9ef2-0803dc93348e · inbound
A Survey of Context Engineering for Large Language Models cites this paper.
A Survey of Context Engineering for Large Language Models Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T20:58:45.368135Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3d4b5ff1-95d3-4335-9607-07b90c82f338 · inbound
MUA-RL: Multi-turn User-interacting Agent Reinforcement Learning for agentic tool use cites this paper.
MUA-RL: Multi-turn User-interacting Agent Reinforcement Learning for agentic tool use Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:22:51.571925Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8472085f-a55a-4e02-9b5b-28e7edbe4837 · inbound
Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models cites this paper.
Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:44:05.231832Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.