RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection | Paper Citation Record

Observation cd9d5d69-8c74-48a0-b71f-16f25603f3cc · outbound

This paper cites GPT-4 Technical Report.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.727334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5c326ee-28f4-4f9d-ba52-79046a613e15 · outbound

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

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection A Survey on Data Selection for Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.732189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf2938b2-58f4-492c-9dda-6558c184aaa5 · outbound

This paper cites Data Diversity Matters for Robust Instruction Tuning.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Data Diversity Matters for Robust Instruction Tuning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.737164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 155a8d2c-3da2-4604-87a0-b801db279be9 · outbound

This paper cites Instruction Mining: Instruction Data Selection for Tuning Large Language Models.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Instruction Mining: Instruction Data Selection for Tuning Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.741716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69310fdf-ae98-449e-8d42-1d3e7a7591f0 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.746103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e05806ae-f0cc-43e5-a94d-f06e0f96300c · outbound

This paper cites AlpaGasus: Training A Better Alpaca with Fewer Data.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection AlpaGasus: Training A Better Alpaca with Fewer Data

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.750650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1505fe1d-d738-4dc1-9e5d-3a053a8c321f · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.756503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26e73836-cc37-4fdc-a1c5-2ee5cef27863 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.760347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79d21928-ce20-48eb-a137-2071da52daf0 · outbound

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

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.764513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 374dd220-9b3b-46fd-b447-83854c0713e2 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.768838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55fb70a7-6dbc-4b60-bf6f-232c7f563fdf · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.773535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd3ffeb1-4413-484c-be72-368839df98a6 · outbound

This paper cites Large Language Model for Science: A Study on P vs. NP.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Large Language Model for Science: A Study on P vs. NP

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.778214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d0f7236-36c3-4fc8-8530-80d3ff3ef2f2 · outbound

This paper cites A Survey on In-context Learning.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection A Survey on In-context Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.783773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63f11647-b396-495f-b43d-811fea273590 · outbound

This paper cites MoDS: Model-oriented Data Selection for Instruction Tuning.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection MoDS: Model-oriented Data Selection for Instruction Tuning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.788551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faa5277a-c06f-4335-aee7-adee7f33d009 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.793494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a73ff247-19cc-4a0a-a228-8391d26e3a75 · outbound

This paper cites Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.798113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89a8ce83-3be8-45e4-8adf-3fd96bcc8c28 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.803340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c0a76c3-2098-4e4f-a4ce-88d07762ab38 · outbound

This paper cites The Llama 3 Herd of Models.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection The Llama 3 Herd of Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.807962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66b9d336-d6a9-40b2-b5c3-9e2214d2b7d9 · outbound

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

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.812433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 638ac45a-4c4c-48b8-84e0-9a1823d212e8 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.817778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f160d64-1e72-4064-b628-117ebb2a9a36 · outbound

This paper cites SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.822550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aae2c85-a410-4095-a8b6-e9b29f5c08ef · outbound

This paper cites Measuring Massive Multitask Language Understanding.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Measuring Massive Multitask Language Understanding

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.827021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 274a9e3d-8836-4c93-97df-00b4aafc877b · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection LoRA: Low-Rank Adaptation of Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.831572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b19eb5a-b1ed-4b4e-b86d-51b4443c117c · outbound

This paper cites GPT-4o System Card.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection GPT-4o System Card

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.836119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e36c28f5-9124-47e8-9600-cfeb7aa3413d · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.840508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77a240b9-b37b-4ab1-a5cc-c808ed2ee27f · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.844640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 984c3634-7ef7-4c1f-8bb9-90b624d07bee · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.848770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f9e863a-9499-4a66-a9f3-309762a3e73d · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:12:40.302198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4eb4f3ea-2ccc-4d3c-90d4-e8e65a614ad6 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Adam: A Method for Stochastic Optimization

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.857219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a45fe65a-971b-40a6-88f8-6c68c470df42 · outbound

This paper cites o pf, Yannic Kilcher, Dimitri Von R \.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection o pf, Yannic Kilcher, Dimitri Von R \

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.861510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9585d641-07c0-4d6d-a5af-36926916e6a5 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:12:40.276999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 945aeba8-af43-43cd-9a35-8f1927ad9e6d · outbound

This paper cites Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.870415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f97c4c13-5626-4237-81fb-db9720d797f0 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:12:40.262488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1932b0a6-d289-4e7f-8b05-3e771f63f7ca · outbound

This paper cites From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.878973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3738e0cb-a10b-4fa2-afcf-cb98ade8e090 · outbound

This paper cites Hashimoto.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Hashimoto

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.883497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb0d58bb-1895-47e8-ae72-8b1c2dab14d4 · outbound

This paper cites One-Shot Learning as Instruction Data Prospector for Large Language Models.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection One-Shot Learning as Instruction Data Prospector for Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.887658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bac71c52-6c56-454d-812c-918a6e997319 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:12:40.237482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a90277f8-257d-47b9-b9ec-6aa1894849b0 · outbound

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

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.895763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61ccaff4-400f-488d-96e6-8d4cdc00d5e9 · outbound

This paper cites MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.906626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92df57d4-0a25-4a8e-8b4a-2fbb1bfbf471 · outbound

This paper cites LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.911124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc205ad5-cc87-4cb6-9226-8aebb10f1427 · outbound

This paper cites Wong, Dongfang Li, Ziyi Wang, Baotian Hu, and Min Zhang.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Wong, Dongfang Li, Ziyi Wang, Baotian Hu, and Min Zhang

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:40.221064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1ba970f9-edf8-4966-a405-6095fb29b19a · outbound

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

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.921986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8508daa3-73fa-45b1-942c-0a51483f64c4 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.926884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a11c1d2-d05a-418e-9d11-0160d0997a35 · outbound

This paper cites Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.932003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8d66043-f8b3-41c1-81e8-109c35da128d · outbound

This paper cites In-context Learning with Retrieved Demonstrations for Language Models: A Survey.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection In-context Learning with Retrieved Demonstrations for Language Models: A Survey

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.937476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcdbe146-8f7c-4a6d-bc9f-3377f33cdb8e · outbound

This paper cites Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.942328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c1b6d9e-d006-4037-843a-ba6df53ed5ed · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:12:40.195273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7e5070fb-bee9-44b2-99d4-bff9af8c6a58 · outbound

This paper cites The Best of Both Worlds: Bridging Quality and Diversity in Data Selection with Bipartite Graph.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection The Best of Both Worlds: Bridging Quality and Diversity in Data Selection with Bipartite Graph

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.952392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29c27e66-ddee-4339-b4c7-43e05d1b79fe · outbound

This paper cites Cross-Task Generalization via Natural Language Crowdsourcing Instructions.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.956544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85339d18-b535-44c2-9b95-c0fccfe15ab8 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.961438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 309ca5f2-7ad2-4736-a26b-949df69951a1 · outbound

This paper cites Chatterji, Faisal Ladhak, and Tatsunori Hashimoto.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Chatterji, Faisal Ladhak, and Tatsunori Hashimoto

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:40.169541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 41958aec-42c1-4d19-abc4-64c44ef6fdf9 · outbound

This paper cites West-of-N: Synthetic Preferences for Self-Improving Reward Models.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection West-of-N: Synthetic Preferences for Self-Improving Reward Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.970109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09014e26-d1ca-431d-9aa2-429fd75c3604 · outbound

This paper cites G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.974313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 234c6235-7e6d-48e3-9e4c-42dae165a7dc · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.979065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2868183-5e91-48a5-bc8c-4b45624d6d2c · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.983039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10bb5924-b215-404e-9bd8-172c4e3940ba · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.986958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65e1b963-2a35-4138-be8c-9f5d855ce395 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.990830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f13eb24-f868-4b2d-a2b1-be25ed6693ad · outbound

This paper cites Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.994562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b6c26ed-c65f-422d-b62f-b581436d8eba · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:38.999782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 278dc396-bfd7-4e73-8cfd-3a41c777d48d · outbound

This paper cites MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.004174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2424447c-aeea-45bf-90dc-6fd0e09183ed · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.009061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3a1c8d5-e5fe-4de0-95ef-a04cd2b9d02d · outbound

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

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.014647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79b60c36-1cb4-4928-beaf-f72765f9cba8 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:12:40.098295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6677704a-7136-460d-90dd-84d044c05628 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Gemma: Open Models Based on Gemini Research and Technology

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.024224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c6f281a-8f62-4b83-a282-f28b9ef04b28 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.029474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e41bb2d-f502-4929-ab3f-e80139e22935 · outbound

This paper cites Koala: An Index for Quantifying Overlaps with Pre-training Corpora.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Koala: An Index for Quantifying Overlaps with Pre-training Corpora

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.034183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee908539-ab64-4e1e-bf8a-2a73813c27e6 · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.039117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0d2ee6b-a41e-4089-9847-b0639ec1da16 · outbound

This paper cites Large Language Models are not Fair Evaluators.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Large Language Models are not Fair Evaluators

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.044133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ba51fdc-7ed2-43e9-972a-7ce21f880ebd · outbound

This paper cites Shepherd: A Critic for Language Model Generation.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Shepherd: A Critic for Language Model Generation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.049034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 782bc5f4-c9ce-4dd4-b48b-ba858c61db29 · outbound

This paper cites How Do Your Code LLMs Perform? Empowering Code Instruction Tuning with High-Quality Data.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection How Do Your Code LLMs Perform? Empowering Code Instruction Tuning with High-Quality Data

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.054426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a91e4b30-8ed0-4ca0-a8ce-7c5bee44664f · outbound

This paper cites Perplexity from PLM Is Unreliable for Evaluating Text Quality.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Perplexity from PLM Is Unreliable for Evaluating Text Quality

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.058902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7db27d3-0411-48df-acbf-67493bbd3b70 · outbound

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

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Self-Instruct: Aligning Language Models with Self-Generated Instructions

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.063116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbb35231-2c5d-4203-92fa-78081bb0df42 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Finetuned Language Models Are Zero-Shot Learners

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.067613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584bc4bf-ec0b-44ab-a104-6e2eed05cd83 · outbound

This paper cites QuRating: Selecting High-Quality Data for Training Language Models.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection QuRating: Selecting High-Quality Data for Training Language Models

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.071938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fca783e-3bdc-445d-9915-86eaa1797c73 · outbound

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

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection LESS: Selecting Influential Data for Targeted Instruction Tuning

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.076022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eedf6dc9-6096-4f29-ad56-dff810550505 · outbound

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

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.080370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66c43b85-efa9-4126-8ec1-938a25f8e8b4 · outbound

This paper cites Misconfidence-based Demonstration Selection for LLM In-Context Learning.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Misconfidence-based Demonstration Selection for LLM In-Context Learning

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.084391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b50078e1-c283-4b8e-a3a7-668380413fa4 · outbound

This paper cites Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.088951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb294da4-7713-427b-b91b-1a8613bf3951 · outbound

This paper cites Qwen2.5 Technical Report.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Qwen2.5 Technical Report

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.092970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ec26e6f-1e6c-4d73-a55a-6e1ea3143775 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.097196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46ace025-a2e7-42f1-8af9-6f5bdda3b375 · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.101727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa21dab5-b260-4aa1-bddc-e5c6e784f221 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:12:40.082831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 887df879-e716-48ce-bac4-242293fdfb35 · outbound

This paper cites TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.111329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fa00a54-2085-4e70-96c0-7a81465244e8 · outbound

This paper cites RECOST: External Knowledge Guided Data-efficient Instruction Tuning.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection RECOST: External Knowledge Guided Data-efficient Instruction Tuning

Reference 85

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:12:39.255277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c60092ef-1aa3-48cc-ad72-e0c30d16e970 · outbound

This paper cites Can We Edit Factual Knowledge by In-Context Learning?.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Can We Edit Factual Knowledge by In-Context Learning?

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.121134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f5f14a-8704-4f97-baef-c353a9773a42 · outbound

This paper cites LIMA: Less Is More for Alignment.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection LIMA: Less Is More for Alignment

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.126315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01026809-be80-487b-9522-e6498863a0b2 · outbound

This paper cites an unresolved cited work.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:12:40.068458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 59b0f2b4-20e0-47c0-b241-c78ab00b6f75 · outbound

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

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Instruction-Following Evaluation for Large Language Models

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.135986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 961ad368-92a1-415d-9c13-da40c9d55c93 · outbound

This paper cites online" 'onlinestring :=.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection online" 'onlinestring :=

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.140877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64c27ee1-595b-4c26-92a6-2ffa908191da · outbound

This paper cites write newline.

RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection write newline

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:39.145675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers