Paper Citation Record · LEDGER

Understanding the Effects of RLHF on LLM Generalisation and Diversity

As of 12 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 66 inbound Pith citation observations for arXiv:2310.06452.

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

pith.paper-citation-record.v1
2310.06452 v3

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 81 of 81 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 66 of 66 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:57:01.733324Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

15 of 15 outbound references displayed

verified exact3
verified fuzzy7
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

14
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 095f85e7-82d9-412d-ba11-9a7a94f8fd36 · outbound

This paper cites A Diversity-Promoting Objective Function for Neural Conversation Models , booktitle =.

Understanding the Effects of RLHF on LLM Generalisation and Diversity A Diversity-Promoting Objective Function for Neural Conversation Models , booktitle =

Reference 1

Resolution: verified exact; doi, observed 2026-05-19T02:34:44.364357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4224ff22-876f-4e9a-a82c-7dbefdd5191b · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

Understanding the Effects of RLHF on LLM Generalisation and Diversity WebGPT: Browser-assisted question-answering with human feedback

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-19T02:34:44.369528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation abf215aa-6c84-45b6-9dd2-b083a625335d · outbound

This paper cites GPT-4 Technical Report.

Understanding the Effects of RLHF on LLM Generalisation and Diversity GPT-4 Technical Report

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-19T02:34:44.339926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6fb23c8b-53e5-4382-b547-a9523ad1ccb1 · outbound

This paper cites Learning to summarize from human feedback.

Understanding the Effects of RLHF on LLM Generalisation and Diversity Learning to summarize from human feedback

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-05-19T02:34:44.347871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c4252e7f-bead-4a96-9bb4-3b91650b414e · outbound

This paper cites Self-Instruct: Aligning Language Models with Self-Generated Instructions.

Understanding the Effects of RLHF on LLM Generalisation and Diversity Self-Instruct: Aligning Language Models with Self-Generated Instructions

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-19T02:34:44.357454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ae5a7521-d7f2-47ee-8b76-1cf4381b312c · outbound

This paper cites believes.

Understanding the Effects of RLHF on LLM Generalisation and Diversity believes

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T02:34:44.395474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 14eae0cf-5233-4aba-bc78-50af528675ba · outbound

This paper cites an unresolved cited work.

Understanding the Effects of RLHF on LLM Generalisation and Diversity Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-19T02:34:44.398878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ae9bb66e-757d-4790-8f35-758387e370f4 · outbound

This paper cites For example, you should combine questions with imperative instrucitons.

Understanding the Effects of RLHF on LLM Generalisation and Diversity For example, you should combine questions with imperative instrucitons

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T02:34:44.402357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8253de22-a081-491b-9c13-af0f48f81a8e · outbound

This paper cites The list should include diverse types of tasks like open-ended generation, classification, editing, etc.

Understanding the Effects of RLHF on LLM Generalisation and Diversity The list should include diverse types of tasks like open-ended generation, classification, editing, etc

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T02:34:44.406100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4ad951ff-763c-4ea8-b8aa-efb50821d2fb · outbound

This paper cites For example, do not ask the assistant to create any visual or audio output.

Understanding the Effects of RLHF on LLM Generalisation and Diversity For example, do not ask the assistant to create any visual or audio output

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T02:34:44.373703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 13f762b8-98ed-4cf7-9d1f-a8bfdea3c6fd · outbound

This paper cites an unresolved cited work.

Understanding the Effects of RLHF on LLM Generalisation and Diversity Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-19T02:34:44.377825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation be61dc26-b102-4818-a609-067ee3ae678a · outbound

This paper cites Either an imperative sentence or a question is permitted.

Understanding the Effects of RLHF on LLM Generalisation and Diversity Either an imperative sentence or a question is permitted

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T02:34:44.381454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8c570ad3-3b22-4467-9043-a0b883ad6c82 · outbound

This paper cites an unresolved cited work.

Understanding the Effects of RLHF on LLM Generalisation and Diversity Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-19T02:34:44.384722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 09dfeb3f-8432-471d-a0ca-3ba804279bf9 · outbound

This paper cites Make sure the output is less than 100 words.

Understanding the Effects of RLHF on LLM Generalisation and Diversity Make sure the output is less than 100 words

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T02:34:44.388105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0202a8a2-44c5-4282-b71e-c9fb9e56074b · outbound

This paper cites J.1 D ATASET SPLITTING We create split versions of these datasets along several factors of variation in their inputs: length, sentiment, and subreddit.

Understanding the Effects of RLHF on LLM Generalisation and Diversity J.1 D ATASET SPLITTING We create split versions of these datasets along several factors of variation in their inputs: length, sentiment, and subreddit

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T02:34:44.392071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation 30866190-b7ec-43f6-9755-a980371398a7 · inbound

Towards Understanding Sycophancy in Language Models cites this paper.

Towards Understanding Sycophancy in Language Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9051f36c-75a0-4c44-b076-337f21694f72 · inbound

ORPO: Monolithic Preference Optimization without Reference Model cites this paper.

ORPO: Monolithic Preference Optimization without Reference Model Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 13209e60-0223-48ae-ad90-738155a0883a · inbound

Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models cites this paper.

Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-11T22:57:01.733324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 484e4191-a869-4b78-bbf9-af172e8cac7c · inbound

Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment cites this paper.

Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-11T12:16:32.022520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d404cf99-d334-4188-ac77-f64d431bc6ef · inbound

DIVE: Diversified Iterative Self-Improvement cites this paper.

DIVE: Diversified Iterative Self-Improvement Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T22:49:13.413589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cac133d6-8dd6-4c6a-8397-d1f010ce696d · inbound

Aligning LLMs with Domain Invariant Reward Models cites this paper.

Aligning LLMs with Domain Invariant Reward Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T22:45:12.293458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e67b475e-b965-4957-84be-5614ee3ffccf · inbound

Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models cites this paper.

Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:27:31.290165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8acb3879-ee10-48be-8a7c-e79a24b96458 · inbound

Large Language Models for Predictive Analysis: How Far Are They? cites this paper.

Large Language Models for Predictive Analysis: How Far Are They? Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:05:22.984029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 969b2ab7-23a2-4163-9c25-0a075435e67a · inbound

Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning cites this paper.

Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:37:25.229173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c20c6894-9fcc-4cb0-a18d-f9177110cd8f · inbound

Unveiling the Compositional Ability Gap in Vision-Language Reasoning Model cites this paper.

Unveiling the Compositional Ability Gap in Vision-Language Reasoning Model Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:19:03.201102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0dcd5fb-12b7-40a6-b6b1-2f493cdcc838 · inbound

LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generations cites this paper.

LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generations Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-19T12:47:17.998837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ba295577-6be3-464f-8101-1f94facba3d2 · inbound

HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring cites this paper.

HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:25.248418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd67e504-3c5c-4e2a-bf38-ee91c3a9c828 · inbound

Normative Conflicts and Shallow AI Alignment cites this paper.

Normative Conflicts and Shallow AI Alignment Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:54.570349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4784308c-b4a6-411a-855a-1dc0db1d4d6d · inbound

Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model cites this paper.

Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T05:03:13.573676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cccd8799-141c-4517-9894-693752d3952a · inbound

Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models cites this paper.

Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:29:51.203465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f35f197-7f74-4c8a-9b95-02d5b7baa79d · inbound

CTR-Guided Generative Query Suggestion in Conversational Search cites this paper.

CTR-Guided Generative Query Suggestion in Conversational Search Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:00:54.037131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2a64e26-8a74-474a-a8f0-5ee525036ded · inbound

Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling cites this paper.

Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-19T05:17:05.883933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c4763010-7a79-4ad8-ab8f-3ffa5754e0e0 · inbound

A Penalty Goes a Long Way: Measuring Lexical Diversity in Synthetic Texts Under Prompt-Influenced Length Variations cites this paper.

A Penalty Goes a Long Way: Measuring Lexical Diversity in Synthetic Texts Under Prompt-Influenced Length Variations Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:46:27.773166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2bd1add-cf10-4f58-9a09-4d93513f50ea · inbound

Culinary Crossroads: A RAG Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation cites this paper.

Culinary Crossroads: A RAG Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1e80e756-06d2-4fc0-942c-2348326119eb · inbound

RecGPT Technical Report cites this paper.

RecGPT Technical Report Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T11:16:04.694338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 066160e2-6d6a-4cf5-9ba3-380cfa25d568 · inbound

A comprehensive taxonomy of hallucinations in Large Language Models cites this paper.

A comprehensive taxonomy of hallucinations in Large Language Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T05:29:13.238929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31ba34a6-ad6a-4d61-9c6c-372f29c13ac3 · inbound

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future cites this paper.

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T23:06:49.596674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b8e508f-0763-4ffd-a1b2-567c015f9161 · inbound

EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention cites this paper.

EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3a26016f-4c03-4e91-8dcb-15e1f3edfaf4 · inbound

Beyond Quality: Unlocking Diversity in Ad Headline Generation with Large Language Models cites this paper.

Beyond Quality: Unlocking Diversity in Ad Headline Generation with Large Language Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T16:19:07.651949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aaa1ec7-4b77-49e4-a0f2-a30c7cd3ee04 · inbound

Avoidance Decoding for Diverse Multi-Branch Story Generation cites this paper.

Avoidance Decoding for Diverse Multi-Branch Story Generation Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T11:56:55.106254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94662f91-9583-418f-89b4-06d067697620 · inbound

Outcome-based Exploration for LLM Reasoning cites this paper.

Outcome-based Exploration for LLM Reasoning Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T22:59:14.507748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d27768e6-cbb6-4fa1-b25f-ee3eb1833c0e · inbound

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support cites this paper.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-04T21:52:09.158688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53443ca6-d594-4faf-ac2f-91f04d57e61a · inbound

Generative Data Refinement: Just Ask for Better Data cites this paper.

Generative Data Refinement: Just Ask for Better Data Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T20:24:40.594050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cc7c9b8-dafb-4441-910b-8ef0388ba4b2 · inbound

A Survey of Reinforcement Learning for Large Reasoning Models cites this paper.

A Survey of Reinforcement Learning for Large Reasoning Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 255

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e6198dcb-079c-4f2b-9327-599327b11ed8 · inbound

RAG Security and Privacy: Formalizing the Threat Model and Attack Surface cites this paper.

RAG Security and Privacy: Formalizing the Threat Model and Attack Surface Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T15:17:39.451092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4f0ae8d-e82a-4240-b65c-68f0c77ce503 · inbound

Value Drifts: Tracing Value Alignment During LLM Post-Training cites this paper.

Value Drifts: Tracing Value Alignment During LLM Post-Training Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T07:21:35.867471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2096b447-0bd7-44a4-9045-96fa54ce940b · inbound

Reinforcement Learning Improves Traversal of Parametric Knowledge in LLMs cites this paper.

Reinforcement Learning Improves Traversal of Parametric Knowledge in LLMs Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T23:27:36.198906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 639f128c-b7ae-4ab1-9747-6b6c800ee5c7 · inbound

ABBEL: Learning Natural-Language Belief States for Memory-Efficient Interaction cites this paper.

ABBEL: Learning Natural-Language Belief States for Memory-Efficient Interaction Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T14:34:51.316303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8565894b-e350-463f-bb4f-9eee26cc4155 · inbound

Agentic Reasoning for Large Language Models cites this paper.

Agentic Reasoning for Large Language Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 230

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation aadc4c29-1411-45b3-927d-931aa901193b · inbound

BEAGLE: Behavior-Enforced Agent for Grounded Learner Emulation cites this paper.

BEAGLE: Behavior-Enforced Agent for Grounded Learner Emulation Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b65e7330-a004-4772-9c64-4fb025066304 · inbound

Quality-constrained Entropy Maximization Policy Optimization for LLM Diversity cites this paper.

Quality-constrained Entropy Maximization Policy Optimization for LLM Diversity Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-03T01:05:26.197993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3276d2e-e41d-43d1-b9e0-b0ac574d6507 · inbound

GradAlign: Gradient-Aligned Data Selection for LLM Reinforcement Learning cites this paper.

GradAlign: Gradient-Aligned Data Selection for LLM Reinforcement Learning Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T21:05:25.374304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfeec28a-5b19-4d3b-b96e-216747cfdd27 · inbound

When Do Hallucinations Arise? A Graph Perspective on the Evolution of Path Reuse and Path Compression cites this paper.

When Do Hallucinations Arise? A Graph Perspective on the Evolution of Path Reuse and Path Compression Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T13:07:00.928770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecedd5a7-16f4-4a84-b195-84538c5d991d · inbound

LLM Safety From Within: Detecting Harmful Content with Internal Representations cites this paper.

LLM Safety From Within: Detecting Harmful Content with Internal Representations Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 54

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b8a0b038-a05c-48f3-9c5b-474805522b71 · inbound

The Surprising Universality of LLM Outputs: A Real-Time Verification Primitive cites this paper.

The Surprising Universality of LLM Outputs: A Real-Time Verification Primitive Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b263e130-898f-45ae-9a34-1947755b3223 · inbound

Diversity in Large Language Models under Supervised Fine-Tuning cites this paper.

Diversity in Large Language Models under Supervised Fine-Tuning Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5ba0c5f4-613e-45ce-ac3d-cfc285c83035 · inbound

Diversity in Large Language Models under Supervised Fine-Tuning cites this paper.

Diversity in Large Language Models under Supervised Fine-Tuning Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 251f3180-c9de-48b4-953b-66ab9af641e1 · inbound

PERSA: Reinforcement Learning for Professor-Style Personalized Feedback with LLMs cites this paper.

PERSA: Reinforcement Learning for Professor-Style Personalized Feedback with LLMs Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a0c9c9ef-6cfa-4499-961c-058a2d5f6f14 · inbound

Novelty-based Tree-of-Thought Search for LLM Reasoning and Planning cites this paper.

Novelty-based Tree-of-Thought Search for LLM Reasoning and Planning Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 657e7ec3-a008-475f-81ba-9649c2ec41d8 · inbound

Ex Ante Evaluation of AI-Induced Idea Diversity Collapse cites this paper.

Ex Ante Evaluation of AI-Induced Idea Diversity Collapse Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 95c7f978-6279-4be5-b93a-c4ab1f97c0f7 · inbound

Post-training makes large language models less human-like cites this paper.

Post-training makes large language models less human-like Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3f2f4a67-2f64-4c34-8b46-44c4e5e3ebbb · inbound

BubbleSpec: Turning Long-Tail Bubbles into Speculative Rollout Drafts for Synchronous Reinforcement Learning cites this paper.

BubbleSpec: Turning Long-Tail Bubbles into Speculative Rollout Drafts for Synchronous Reinforcement Learning Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c87b1bec-0986-4b12-8a16-49e91f333a20 · inbound

Annotations Mitigate Post-Training Mode Collapse cites this paper.

Annotations Mitigate Post-Training Mode Collapse Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9a28c782-0512-4a16-9065-3ac2f1f1208e · inbound

What should post-training optimize? A test-time scaling law perspective cites this paper.

What should post-training optimize? A test-time scaling law perspective Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6bc5ddcd-b8b3-408f-a79d-f47128e7124f · inbound

Differences in Text Generated by Diffusion and Autoregressive Language Models cites this paper.

Differences in Text Generated by Diffusion and Autoregressive Language Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:34:44.407176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d767b407-ae35-441a-bb1c-d4c62e9d66e4 · inbound

RECIPE: Procedural Planning via Grounding in Instructional Video cites this paper.

RECIPE: Procedural Planning via Grounding in Instructional Video Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-20T06:28:05.577866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 98e5fd8b-a442-4ba9-b5ff-c5f9e7f8ce5a · inbound

Activation Steering for Synthetic Data Generation: The Role of Diversity in Downstream Safety Detection cites this paper.

Activation Steering for Synthetic Data Generation: The Role of Diversity in Downstream Safety Detection Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:03:29.929578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dc999ee8-daf5-44e8-b90e-f9882bc79575 · inbound

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis cites this paper.

Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T17:56:39.720418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1bcf991-daed-4a19-b818-a86891a9a738 · inbound

Argument Collapse: LLMs Flatten Long-Form Public Debate cites this paper.

Argument Collapse: LLMs Flatten Long-Form Public Debate Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T22:46:18.422997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ba1f38c7-4133-4276-b6d8-ac37bd6d593e · inbound

"I've Seen How This Goes": Characterizing Diversity via Progressive Conditional Surprise cites this paper.

"I've Seen How This Goes": Characterizing Diversity via Progressive Conditional Surprise Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:56:20.811920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dfbc2079-4ef1-4f92-a414-02ca0b163678 · inbound

Fully Automated Identification of Lexical Alignment and Preference-Stage Shifts in Large Language Models cites this paper.

Fully Automated Identification of Lexical Alignment and Preference-Stage Shifts in Large Language Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T03:16:34.829871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ffcfde09-32e2-48ca-b1f1-18c34eca2c64 · inbound

When RLHF Fails: A Mechanistic Taxonomy of Reward Hacking, Collapse, and Evaluator Gaming cites this paper.

When RLHF Fails: A Mechanistic Taxonomy of Reward Hacking, Collapse, and Evaluator Gaming Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-07-02T02:16:26.150703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 705be100-e934-4b3b-8941-0eda957c22d0 · inbound

When RLHF Fails: A Mechanistic Taxonomy of Reward Hacking, Collapse, and Evaluator Gaming cites this paper.

When RLHF Fails: A Mechanistic Taxonomy of Reward Hacking, Collapse, and Evaluator Gaming Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T15:17:34.380336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d57eb6b-fa60-4771-adba-d0c003d8d1f3 · inbound

Supervised Reinforcement Learning for the Coordination of Distributed Energy Resources cites this paper.

Supervised Reinforcement Learning for the Coordination of Distributed Energy Resources Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-04T15:59:57.320099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 496ad41a-b12f-4d54-bebc-57b5843ef3a5 · inbound

When More Sampling Hurts: The Modal Ceiling and Correlation Ceiling of Test-Time Scaling cites this paper.

When More Sampling Hurts: The Modal Ceiling and Correlation Ceiling of Test-Time Scaling Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-06-30T09:44:37.116492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5ead472e-b5ec-42bb-b603-e0297fa82021 · inbound

Spectral Rewiring for Exploration, Purification, and Model Merging cites this paper.

Spectral Rewiring for Exploration, Purification, and Model Merging Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T05:08:55.438431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e2cf7ab-a664-460c-8752-a6e7bfb6a2a4 · inbound

The One-Word Census: Answer-Choice Conformity Across 44 Language Models cites this paper.

The One-Word Census: Answer-Choice Conformity Across 44 Language Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T06:23:47.598669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1338703e-e922-4efa-b958-7c0c22b10bd9 · inbound

Structured Output Collapses Answer Diversity Across 44 Language Models cites this paper.

Structured Output Collapses Answer Diversity Across 44 Language Models Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T15:23:43.844643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c829a6af-1648-4c32-b739-84b78005ebf6 · inbound

When Reasoning Narrows the Move: Diversity Collapse in LLM Game Play cites this paper.

When Reasoning Narrows the Move: Diversity Collapse in LLM Game Play Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T12:36:11.245333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05b2a897-3b9e-419b-aadc-8f88a138c232 · inbound

Abstention as an Action Can Kill Both the Reward Gradient and the KL Anchor: Collapse Law and Repair for Error-Penalized Reinforcement Learning cites this paper.

Abstention as an Action Can Kill Both the Reward Gradient and the KL Anchor: Collapse Law and Repair for Error-Penalized Reinforcement Learning Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T00:53:27.653093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8e36753-a1cb-4b9b-9c2e-3d89feed25e2 · inbound

Is Inter-Seed Cross-Play Enough? Evaluating the Robustness of Zero-Shot Coordination Algorithms to Implementation Details cites this paper.

Is Inter-Seed Cross-Play Enough? Evaluating the Robustness of Zero-Shot Coordination Algorithms to Implementation Details Understanding the Effects of RLHF on LLM Generalisation and Diversity

Reference 191

Resolution: unresolved; no resolver link, observed 2026-08-05T15:25:40.171341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.