Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:40:01.385949Z
Paper Citation Record · LEDGER
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance
As of 18 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2505.12334.
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
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
35 of 35 outbound references displayed
- verified exact0
- verified fuzzy24
- unresolved11
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d808ea91-1c94-4d9c-97f6-062f4691fd4e · outbound
This paper cites GPT-4 Technical Report.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance GPT-4 Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:40:01.259497Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 950adadb-702a-4be6-8ca8-33ec84580fae · outbound
This paper cites Towards robust personalized dialogue generation via order-insensitive representation regularization.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Towards robust personalized dialogue generation via order-insensitive representation regularization
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.808075Z
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 1ec66091-c7a9-4014-9584-af1aa47e3abc · outbound
This paper cites Recent trends in per- sonalized dialogue generation: A review of datasets, methodologies, and evaluations.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Recent trends in per- sonalized dialogue generation: A review of datasets, methodologies, and evaluations
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.797943Z
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 2148d73e-b6f1-4be6-a8ed-c85073bb97e9 · outbound
This paper cites Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Vicuna: An open-source chatbot impressing gpt-4 with 90%* chatgpt quality
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.788249Z
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 ce1b4bdf-ebb8-4312-b901-07ebe0083921 · outbound
This paper cites Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non- collaboration.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Prompting and evaluating large language models for proactive dialogues: Clarification, target-guided, and non- collaboration
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.778774Z
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 e4923f4a-4c07-40ec-b88a-aef115436484 · outbound
This paper cites Confucius: Iterative tool learning from introspection feedback by easy-to-difficult curriculum.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Confucius: Iterative tool learning from introspection feedback by easy-to-difficult curriculum
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.768999Z
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 8acc4f63-720c-451e-a224-a54875312ac7 · outbound
This paper cites Knowledge-grounded dialogue flow management for social robots and conver- sational agents.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Knowledge-grounded dialogue flow management for social robots and conver- sational agents
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.757155Z
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 8c0ec70f-de01-4ff0-8d68-0ee1d6ae92c3 · outbound
This paper cites Dynamic Compressing Prompts for Efficient Inference of Large Language Models.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Dynamic Compressing Prompts for Efficient Inference of Large Language Models
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:40:01.301695Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67cdf03a-3a37-4b47-a0be-9e001aacc953 · outbound
This paper cites Proactive conversational agents in the post-chatgpt world.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Proactive conversational agents in the post-chatgpt world
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.723930Z
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 2f133c57-c6db-40a4-aaa9-d86ce178fd15 · outbound
This paper cites Interprofessional com- munication and its challenges.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Interprofessional com- munication and its challenges
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.714683Z
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 1b248133-a214-4ff0-bd12-a9d8faed79a5 · outbound
This paper cites MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:40:01.323805Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4579a431-7d28-40a3-b799-2f6bd65506ff · outbound
This paper cites A critical review of state-of-the- art chatbot designs and applications.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance A critical review of state-of-the- art chatbot designs and applications
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.694959Z
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 1305d479-9d6e-4107-8de1-fae266b39949 · outbound
This paper cites Engagement in human-agent interaction: An overview.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Engagement in human-agent interaction: An overview
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.685776Z
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 3c52d053-76a5-4126-bb0f-574578b1c961 · outbound
This paper cites com/blog/chatgpt/.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance com/blog/chatgpt/
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.666865Z
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 f4e5df71-63ff-49e6-9c23-8e0b36b60fb6 · outbound
This paper cites [Organization, 2008] International Labour Organization.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance [Organization, 2008] International Labour Organization
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.657184Z
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 a3004d04-e30f-43bf-8f29-bc0d02797e70 · outbound
This paper cites BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:40:01.347656Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8ccf9c7-39d7-4cc6-b5d5-2c15a800f40d · outbound
This paper cites Towards diverse, relevant and coherent open-domain dialogue generation via hybrid latent variables.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Towards diverse, relevant and coherent open-domain dialogue generation via hybrid latent variables
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.636957Z
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 7b1c16d3-9663-4711-8218-1130824448d0 · outbound
This paper cites Target-guided open-domain conversation.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Target-guided open-domain conversation
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.626677Z
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 22acfb00-b595-4a09-ab82-15fb51cff574 · outbound
This paper cites A survey on curriculum learning.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance A survey on curriculum learning
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.616712Z
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 6a6095b2-e729-4260-b552-da5f17d7e48b · outbound
This paper cites Learning by trial and error.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Learning by trial and error
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.595705Z
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 ff3f5319-1dbf-4ef0-9d67-6de7cfdaef15 · outbound
This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.Advances in Neural Information Processing Systems, 36,.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Judging llm-as-a-judge with mt-bench and chatbot arena.Advances in Neural Information Processing Systems, 36,
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.586186Z
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 0001138f-b681-451b-9272-093432e4375e · outbound
This paper cites an unresolved cited work.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:40:01.575870Z
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 c0e6af8c-bf44-4762-9417-c8bafe567121 · outbound
This paper cites an unresolved cited work.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T20:40:01.565976Z
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 c9b9981a-6f51-4eba-9511-b82ba49c21d0 · outbound
This paper cites Lima: Less is more for align- ment.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Lima: Less is more for align- ment
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.554468Z
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 e3487c81-4137-4abd-b061-eed01067b5de · outbound
This paper cites Open-domain dialogue generation: What we can do, cannot do, and should do next.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Open-domain dialogue generation: What we can do, cannot do, and should do next
Reference 1977
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.733433Z
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 3e571280-2629-4364-a7ab-b85735af7aaa · outbound
This paper cites [Rodrigues et al., 2022] Carlos Rodrigues, Ars ´enio Reis, Rodrigo Pereira, Paulo Martins, Jos ´e Sousa, and Tiago Pinto.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance [Rodrigues et al., 2022] Carlos Rodrigues, Ars ´enio Reis, Rodrigo Pereira, Paulo Martins, Jos ´e Sousa, and Tiago Pinto
Reference 2008
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.647068Z
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 1d83786d-7c96-4629-8962-baf33e000822 · outbound
This paper cites A Survey of Large Language Models.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance A Survey of Large Language Models
Reference 2009
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:40:01.373002Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6eff47ba-2b5a-41a2-9fbc-31f38456ffb2 · outbound
This paper cites Chatbot Arena,.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Chatbot Arena,
Reference 2015
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.704594Z
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 4085c392-6b51-429e-b256-003875d9d2b7 · outbound
This paper cites CharacterChat: Learning towards Conversational AI with Personalized Social Support.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance CharacterChat: Learning towards Conversational AI with Personalized Social Support
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:40:01.358649Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1dc6757-8591-4542-860a-22ce87cff1de · outbound
This paper cites ChatGPT,.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance ChatGPT,
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.676153Z
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 003b8514-bf40-4f81-8013-c4478308cd1c · outbound
This paper cites Target-constrained bidirectional planning for genera- tion of target-oriented proactive dialogue.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Target-constrained bidirectional planning for genera- tion of target-oriented proactive dialogue
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.606729Z
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 740c5795-df3b-4bda-8034-6c5d219dd486 · outbound
This paper cites Dynamic ensemble reasoning for llm experts.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Dynamic ensemble reasoning for llm experts
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:40:01.297836Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb650f2d-07cc-4f16-b99a-7da2eacbede9 · outbound
This paper cites Llama 3 model card.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Llama 3 model card
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:40:01.264295Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfcfaa96-cc25-45a9-8134-fe184899fe0b · outbound
This paper cites Qwen Technical Report.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Qwen Technical Report
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:40:01.268281Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 828cb203-6584-460a-99bc-975b24f99071 · outbound
This paper cites Perplexity—a measure of the difficulty of speech recognition tasks.
Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance Perplexity—a measure of the difficulty of speech recognition tasks
Reference 2025
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T20:40:01.745731Z
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
No inbound Pith citation observations are available.