Paper Citation Record · LEDGER

Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance

As of 19 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.

pith.paper-citation-record.v1
2505.12334 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:40:01.385949Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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

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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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+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 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.