Paper Citation Record · LEDGER

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment

As of 16 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 1 inbound Pith citation observation for arXiv:2505.12762.

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

pith.paper-citation-record.v1
2505.12762 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:32:06.138481Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T00:56:04.958757Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T00:58:25.715789Z

Reference resolution

68 of 68 outbound references displayed

verified exact1
verified fuzzy8
unresolved59
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc8ec63b-f5a4-4240-87c5-f2f3f2976f51 · outbound

This paper cites DELIFT: Data Efficient Language model Instruction Fine Tuning.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment DELIFT: Data Efficient Language model Instruction Fine Tuning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.916418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 626545fd-77c1-4583-a20d-61d0397a04dd · outbound

This paper cites A Survey on Data Selection for Language Models.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment A Survey on Data Selection for Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.920871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4e983ed-bc7a-413e-8cc9-3709d014b623 · outbound

This paper cites The claude 3 model family: Opus, sonnet, haiku.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment The claude 3 model family: Opus, sonnet, haiku

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:06.794206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8be3106b-d622-4075-9ea2-36e5248f72f5 · outbound

This paper cites Program Synthesis with Large Language Models.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Program Synthesis with Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.930955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c981621f-a9f6-45e3-aae9-79cdb4ecc56b · outbound

This paper cites Bengio, J.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Bengio, J

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.933955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daeb8c75-cce4-4b82-af38-e386a234b812 · outbound

This paper cites an unresolved cited work.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:32:06.778746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dce06d90-89af-4d3d-977e-478e2ce3795d · outbound

This paper cites Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.940394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a1604d0-71ad-4c33-ae1a-156ae6de2079 · outbound

This paper cites UniMax: Fairer and more Effective Language Sampling for Large-Scale Multilingual Pretraining.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment UniMax: Fairer and more Effective Language Sampling for Large-Scale Multilingual Pretraining

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.943513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c76b2c8f-756c-46af-ad5b-55240cde1288 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.947697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c74731e-da5b-4184-b158-210cc6cc86a5 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Training Verifiers to Solve Math Word Problems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.951626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf909082-e51a-4af4-99d7-a193eb50c8f5 · outbound

This paper cites Contributors.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Contributors

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:06.768925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 057cdc3c-6202-46a5-b583-e4002dc342c6 · outbound

This paper cites Dehaerne, B.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Dehaerne, B

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:06.758190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e9354517-c7fe-4001-b768-18715b220769 · outbound

This paper cites How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.960690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1388cf8-556b-424e-93d5-645c67002203 · outbound

This paper cites DsDm: Model-Aware Dataset Selection with Datamodels.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment DsDm: Model-Aware Dataset Selection with Datamodels

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.963735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f442e621-206a-46b8-b33f-8ee910869b57 · outbound

This paper cites DoGE: Domain Reweighting with Generalization Estimation.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment DoGE: Domain Reweighting with Generalization Estimation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.967072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b839afd9-f0c3-4f79-9ec9-714f2ee31a41 · outbound

This paper cites Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:32:06.502408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ca4b0baf-7c8f-4030-9085-d3a3ac693c94 · outbound

This paper cites Franceschelli and M.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Franceschelli and M

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:06.747924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f8ad62ca-1ba5-4727-9cb2-3e777369595e · outbound

This paper cites On the Relationship between Truth and Political Bias in Language Models.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment On the Relationship between Truth and Political Bias in Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.976913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9876cf0-f62f-4778-b386-d9cab591fcd6 · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.980080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba22273b-4637-47a3-b993-ae7d96a24331 · outbound

This paper cites A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.983486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e414a9ae-5d4d-4fb0-8eeb-3b8e87d5493e · outbound

This paper cites The Llama 3 Herd of Models.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment The Llama 3 Herd of Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.986356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7f4457d-5d34-4358-be99-b16a4ffd2071 · outbound

This paper cites Studying Large Language Model Generalization with Influence Functions.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Studying Large Language Model Generalization with Influence Functions

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.988896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d53860c-5a50-4f99-8268-39e4abe955f2 · outbound

This paper cites an unresolved cited work.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:32:06.738419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 73f17fe6-595f-416c-b5d8-c06cfa7c66f2 · outbound

This paper cites Data Selection via Optimal Control for Language Models.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Data Selection via Optimal Control for Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.994275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c727a66-9413-48c8-8c5b-3a6008d5bd35 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:05.997054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 842fc8e7-a233-4027-a868-8fccd8fdac4f · outbound

This paper cites an unresolved cited work.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:32:06.728548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 49d92fe5-96f1-4a78-92d5-ba3f4a418956 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Measuring Mathematical Problem Solving With the MATH Dataset

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.003978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a56a8777-4bed-47ad-b00a-3d8c2cc9eef1 · outbound

This paper cites an unresolved cited work.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:32:06.718418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eefd2788-1c8e-4103-bbf6-9befca788278 · outbound

This paper cites Datamodels: Predicting Predictions from Training Data.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Datamodels: Predicting Predictions from Training Data

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.010090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21799020-8b87-4227-987d-57f0a9c73362 · outbound

This paper cites Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.013449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0eea2300-246d-43c2-b8ea-3f5f60166270 · outbound

This paper cites an unresolved cited work.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.016907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d54c371-39de-4993-9cfe-8e8b42a95a0b · outbound

This paper cites CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.020213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2857952d-086c-4840-9b47-35daad2df631 · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.023634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98f770aa-d898-4bf0-97a0-4e07cebe3da0 · outbound

This paper cites an unresolved cited work.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:32:06.703267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 997aa51a-c8a5-4453-9aa6-19e2f7b97e0b · outbound

This paper cites RegMix: Data Mixture as Regression for Language Model Pre-training.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment RegMix: Data Mixture as Regression for Language Model Pre-training

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.030455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0571aa7a-9c6b-4218-9a4c-0552ce0d1809 · outbound

This paper cites What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.033922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06ed8a7f-db35-4c6e-a70d-fda8c35b0cd9 · outbound

This paper cites an unresolved cited work.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:32:06.693799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ad3716d9-eede-40f5-97f2-8feedcb0a7ef · outbound

This paper cites ReFT: Reasoning with Reinforced Fine-Tuning.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment ReFT: Reasoning with Reinforced Fine-Tuning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.040832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c44f3b9-af74-45d2-bfb3-2e9b23d38a08 · outbound

This paper cites Martens and R.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Martens and R

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:06.683850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 75989471-8ffb-4b03-b1d4-796ab18c9a60 · outbound

This paper cites Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.047770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a2de7e0-ceb6-4543-bc25-cdd76d2a855f · outbound

This paper cites Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.051092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d1ba1ac-a3ff-44c8-b0b0-3ccd06495c52 · outbound

This paper cites Muennighoff, A.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Muennighoff, A

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:06.673704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 77b41c54-840f-46c8-b393-538e6411f163 · outbound

This paper cites GPT-4 Technical Report.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment GPT-4 Technical Report

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.057507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9c5daea-9271-411f-8d6d-526829ba7c3a · outbound

This paper cites LEMMA: Learning from Errors for MatheMatical Advancement in LLMs.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment LEMMA: Learning from Errors for MatheMatical Advancement in LLMs

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.060570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6de06b6-6273-4797-b078-3cf254aa804e · outbound

This paper cites TRAK: Attributing Model Behavior at Scale.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment TRAK: Attributing Model Behavior at Scale

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.063773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2d3ec5c-7a07-473b-b798-328e0aa23932 · outbound

This paper cites Data, Data Everywhere: A Guide for Pretraining Dataset Construction.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Data, Data Everywhere: A Guide for Pretraining Dataset Construction

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.066902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e37ae55-b68e-463e-9f41-4676aaf3bc6b · outbound

This paper cites MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.069675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 678afc28-725d-4084-a181-dc0729d2407f · outbound

This paper cites an unresolved cited work.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:32:06.664040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cbc7dd52-701d-4c08-bb8c-243cd65eb4d4 · outbound

This paper cites Pruthi, F.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Pruthi, F

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:32:06.654942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 47ae2de8-57cf-4c1a-9f6a-5cdc1b8200e8 · outbound

This paper cites Balanced Data Sampling for Language Model Training with Clustering.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Balanced Data Sampling for Language Model Training with Clustering

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.077830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad82887a-a0d0-4be7-8957-fe8ca087b3d2 · outbound

This paper cites Rethinking Data Selection for Supervised Fine-Tuning.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Rethinking Data Selection for Supervised Fine-Tuning

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.080828Z

Source-reported events for the cited work

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Observation b1be91f0-d13b-4893-899d-6a4aea02c107 · outbound

This paper cites SlimPajama-DC: Understanding Data Combinations for LLM Training.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment SlimPajama-DC: Understanding Data Combinations for LLM Training

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.084337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dfcad7f-426f-4d45-abfc-db99569f37b3 · outbound

This paper cites an unresolved cited work.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:32:06.644257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8bd1ec75-c045-4136-a94f-ec7307554676 · outbound

This paper cites Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.091850Z

Source-reported events for the cited work

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Observation d44ac2e9-ea97-42bb-a1cd-6a3f759e7ef6 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment LLaMA: Open and Efficient Foundation Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.095162Z

Source-reported events for the cited work

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Observation 6632bf36-1b61-421b-bf5c-a0df4c4575fb · outbound

This paper cites Tunstall, E.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Tunstall, E

Reference 57

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Observation f162ce24-68c8-483c-bdb6-880643b52cae · outbound

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IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:32:06.625120Z

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Observation cc19f26a-1d82-4aeb-aa97-6cdadeaf3efc · outbound

This paper cites Weaver: Foundation Models for Creative Writing.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Weaver: Foundation Models for Creative Writing

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.105533Z

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Observation 1558201b-26df-488b-9c14-85b487cd1831 · outbound

This paper cites Aligning Large Language Models with Human: A Survey.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Aligning Large Language Models with Human: A Survey

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.108893Z

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Observation 58a20d5e-0717-4bd0-adc8-4543c0628660 · outbound

This paper cites LESS: Selecting Influential Data for Targeted Instruction Tuning.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment LESS: Selecting Influential Data for Targeted Instruction Tuning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.112224Z

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Observation 6b9b2006-ef64-40f6-8335-f2be4f3e4f77 · outbound

This paper cites an unresolved cited work.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:32:06.614918Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 078d9d11-6672-483b-906f-1ac9d9958391 · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.118657Z

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Observation 494e964e-73f7-46b2-957e-9554948dab5c · outbound

This paper cites Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.122055Z

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Unavailable: canonical work link unavailable.

Observation b747885b-54fb-4515-b014-9f40ca1aff07 · outbound

This paper cites MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.125097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90477259-6ad3-4842-9336-ef5caf3d43a3 · outbound

This paper cites Harnessing Diversity for Important Data Selection in Pretraining Large Language Models.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Harnessing Diversity for Important Data Selection in Pretraining Large Language Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.128370Z

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Observation d8597c42-56d9-4d69-873c-4963df8469c4 · outbound

This paper cites Balancing Speciality and Versatility: A Coarse to Fine Framework for Mitigating Catastrophic Forgetting in Large Language Models.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Balancing Speciality and Versatility: A Coarse to Fine Framework for Mitigating Catastrophic Forgetting in Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.131827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2622082b-d9dd-45ca-929d-7bc1e2e430a1 · outbound

This paper cites an unresolved cited work.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:32:06.604597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 282c8e4c-37da-44a6-8666-ca8fe5c95b41 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Instruction-Following Evaluation for Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T20:32:06.138481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 007d0d6e-ed1f-4ae1-9b7e-1482812f202c · inbound

Data Mixing for Large Language Models Pretraining: A Survey and Outlook cites this paper.

Data Mixing for Large Language Models Pretraining: A Survey and Outlook IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:58:25.717361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.