The Role of Diversity in In-Context Learning for Large Language Models | Paper Citation Record

Observation dfc1bfc7-ed8c-4fbe-85c3-acf8f207db72 · outbound

This paper cites What learning algorithm is in-context learning? investigations with linear models.

The Role of Diversity in In-Context Learning for Large Language Models What learning algorithm is in-context learning? investigations with linear models

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:43.741157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d6311507-a540-4def-8444-1924af898389 · outbound

This paper cites How do in-context examples affect compositional generalization? In Anna Rogers, Jordan L.

The Role of Diversity in In-Context Learning for Large Language Models How do in-context examples affect compositional generalization? In Anna Rogers, Jordan L

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:36.212056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a25624b-69bb-4ef8-aad1-d96e7ac95e16 · outbound

This paper cites Skill-based few-shot selection for in-context learning.

The Role of Diversity in In-Context Learning for Large Language Models Skill-based few-shot selection for in-context learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:36.250242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation def31a0a-567e-45dc-9c80-8c6f052aae00 · outbound

This paper cites A Theory for Emergence of Complex Skills in Language Models.

The Role of Diversity in In-Context Learning for Large Language Models A Theory for Emergence of Complex Skills in Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:36.337833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82442d33-60ce-4365-9f70-eeb3e48a582c · outbound

This paper cites Language models are few-shot learners.

The Role of Diversity in In-Context Learning for Large Language Models Language models are few-shot learners

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:36.374226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa7794d3-ec44-4d57-982f-c447716ed5fd · outbound

This paper cites Data curation alone can stabilize in-context learning.

The Role of Diversity in In-Context Learning for Large Language Models Data curation alone can stabilize in-context learning

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:43.652756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3da4f937-126e-4628-8749-3ca93dd9fb3e · outbound

This paper cites Fast greedy map inference for determinantal point process to improve recommendation diversity.

The Role of Diversity in In-Context Learning for Large Language Models Fast greedy map inference for determinantal point process to improve recommendation diversity

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:43.517859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1f76aa18-aa7f-48b4-a8eb-519da07ffb1d · outbound

This paper cites On the relation between sensitivity and accuracy in in-context learning.

The Role of Diversity in In-Context Learning for Large Language Models On the relation between sensitivity and accuracy in in-context learning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:43.435620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5b080a85-8b72-49ac-945f-6597c665bf4e · outbound

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

The Role of Diversity in In-Context Learning for Large Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:36.528062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cde3140-4b62-420e-8dfd-afbc0499a173 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

The Role of Diversity in In-Context Learning for Large Language Models Training Verifiers to Solve Math Word Problems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:36.560851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e3bc7e4-554e-44c0-b2fb-9d8974f5a26e · outbound

This paper cites Cook, John P.

The Role of Diversity in In-Context Learning for Large Language Models Cook, John P

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:43.306500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ae54ca4-1c31-4e51-891e-2ad1b340d667 · outbound

This paper cites Why can gpt learn in-context? language models secretly perform gradient descent as meta-optimizers.

The Role of Diversity in In-Context Learning for Large Language Models Why can gpt learn in-context? language models secretly perform gradient descent as meta-optimizers

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:36.674602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cde1ff0-ca09-4f90-bf6e-c463646f354a · outbound

This paper cites In-context learning and gradient descent revisited.

The Role of Diversity in In-Context Learning for Large Language Models In-context learning and gradient descent revisited

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:43.224783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1307657f-a25f-458d-8f68-47d2f2c4439c · outbound

This paper cites Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving.

The Role of Diversity in In-Context Learning for Large Language Models Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:36.684203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d92d744a-7034-464e-aa3d-b57b6a2cf335 · outbound

This paper cites The Llama 3 Herd of Models.

The Role of Diversity in In-Context Learning for Large Language Models The Llama 3 Herd of Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:36.738849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ad19db6-a037-4b07-91be-4e4e3e5341ef · outbound

This paper cites Constructing effective in-context demonstration for code intelligence tasks: An empirical study.

The Role of Diversity in In-Context Learning for Large Language Models Constructing effective in-context demonstration for code intelligence tasks: An empirical study

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:43.074907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 07ccc337-7068-4ec4-a76b-224290f05bcb · outbound

This paper cites What can transformers learn in-context? a case study of simple function classes.

The Role of Diversity in In-Context Learning for Large Language Models What can transformers learn in-context? a case study of simple function classes

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:36.839014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5501d259-7d0e-4e4f-879e-4e92ef7a55bb · outbound

This paper cites DUAL: Diversity and Uncertainty Active Learning for Text Summarization.

The Role of Diversity in In-Context Learning for Large Language Models DUAL: Diversity and Uncertainty Active Learning for Text Summarization

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:21:40.184629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a36d1eba-5a15-47e5-829d-e22a6c2f3897 · outbound

This paper cites Coverage-based example selection for in-context learning.

The Role of Diversity in In-Context Learning for Large Language Models Coverage-based example selection for in-context learning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:42.917388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0baaccbf-b936-41ed-8394-1f505d87c154 · outbound

This paper cites Mistral 7B.

The Role of Diversity in In-Context Learning for Large Language Models Mistral 7B

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.032838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08280556-9764-4d4d-b0a9-b52218e1f21e · outbound

This paper cites A Latent Space Theory for Emergent Abilities in Large Language Models.

The Role of Diversity in In-Context Learning for Large Language Models A Latent Space Theory for Emergent Abilities in Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.098271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad927071-aece-4d49-8941-78153ab09858 · outbound

This paper cites Dense passage retrieval for open-domain question answering.

The Role of Diversity in In-Context Learning for Large Language Models Dense passage retrieval for open-domain question answering

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:42.794582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1592d5c2-ca54-4d5c-9031-e445e5626527 · outbound

This paper cites Diverse demonstrations improve in-context compositional generalization.

The Role of Diversity in In-Context Learning for Large Language Models Diverse demonstrations improve in-context compositional generalization

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:42.666921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e530654-670d-40d3-b7b8-b0a1258d42e8 · outbound

This paper cites Gsm-plus: A comprehensive benchmark for evaluating the robustness of llms as mathematical problem solvers.

The Role of Diversity in In-Context Learning for Large Language Models Gsm-plus: A comprehensive benchmark for evaluating the robustness of llms as mathematical problem solvers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.225647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561c2c0f-1f60-4673-8fb0-b6b8348b1792 · outbound

This paper cites The Closeness of In-Context Learning and Weight Shifting for Softmax Regression.

The Role of Diversity in In-Context Learning for Large Language Models The Closeness of In-Context Learning and Weight Shifting for Softmax Regression

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.230942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59723463-df5b-43cf-b0f7-20a7880f77b4 · outbound

This paper cites Finding support examples for in-context learning.

The Role of Diversity in In-Context Learning for Large Language Models Finding support examples for in-context learning

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:42.573013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 78ef13ea-c9f4-451a-bb32-27726daa761f · outbound

This paper cites Finding Support Examples for In-Context Learning.

The Role of Diversity in In-Context Learning for Large Language Models Finding Support Examples for In-Context Learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.246695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b72d814c-39ec-4867-a715-98404b8e3009 · outbound

This paper cites Transformers as algorithms: Generalization and stability in in-context learning.

The Role of Diversity in In-Context Learning for Large Language Models Transformers as algorithms: Generalization and stability in in-context learning

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:42.468364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0f7ed8bc-2353-41ca-8bf8-a28d2decc735 · outbound

This paper cites Let's Verify Step by Step.

The Role of Diversity in In-Context Learning for Large Language Models Let's Verify Step by Step

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.336051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c8fa5ec-b6fe-48ef-a566-d4c2fee71210 · outbound

This paper cites What Makes Good In-Context Examples for GPT-$3$?.

The Role of Diversity in In-Context Learning for Large Language Models What Makes Good In-Context Examples for GPT-$3$?

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.398560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bd68d47-3e48-4814-b952-a10be5f7c787 · outbound

This paper cites Lost in the middle: How language models use long contexts.

The Role of Diversity in In-Context Learning for Large Language Models Lost in the middle: How language models use long contexts

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.446825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e401767f-6d2e-4966-82dc-b9e9234289df · outbound

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

The Role of Diversity in In-Context Learning for Large Language Models Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.503651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c75ca87-e053-4838-936d-6cea273a981a · outbound

This paper cites Fantastically ordered prompts and where to find them: Overcoming few-shot prompt order sensitivity.

The Role of Diversity in In-Context Learning for Large Language Models Fantastically ordered prompts and where to find them: Overcoming few-shot prompt order sensitivity

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:42.384621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2aeb5817-7e52-4d01-8839-944bf54180b0 · outbound

This paper cites Dr.ICL: Demonstration-Retrieved In-context Learning.

The Role of Diversity in In-Context Learning for Large Language Models Dr.ICL: Demonstration-Retrieved In-context Learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.600669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f1357cb-b6fc-4e72-9840-2300db580eaf · outbound

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

The Role of Diversity in In-Context Learning for Large Language Models In-context Learning with Retrieved Demonstrations for Language Models: A Survey

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.677377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 731bd058-754b-43a6-8b78-cb8d2f6c0667 · outbound

This paper cites Problem-solving logic guided curriculum in-context learning for llms complex reasoning, 2025.

The Role of Diversity in In-Context Learning for Large Language Models Problem-solving logic guided curriculum in-context learning for llms complex reasoning, 2025

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.743370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76797ad1-9872-4793-ae3f-c9ede6d62b7f · outbound

This paper cites Learning word vectors for sentiment analysis.

The Role of Diversity in In-Context Learning for Large Language Models Learning word vectors for sentiment analysis

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.751268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 259d8a72-0495-4ad0-a60a-7a85405dd637 · outbound

This paper cites Hidden factors and hidden topics: understanding rating dimensions with review text.

The Role of Diversity in In-Context Learning for Large Language Models Hidden factors and hidden topics: understanding rating dimensions with review text

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.755842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53a7bc81-20e3-4e0e-b894-634a59dd1191 · outbound

This paper cites an unresolved cited work.

The Role of Diversity in In-Context Learning for Large Language Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:21:42.222551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc02f914-2225-4aff-b209-7fbfb19ed0b5 · outbound

This paper cites What in-context learning “learns” in-context: Disentangling task recognition and task learning.

The Role of Diversity in In-Context Learning for Large Language Models What in-context learning “learns” in-context: Disentangling task recognition and task learning

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:42.138158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 933df765-abf7-4878-8b5d-5ca6d773bfc5 · outbound

This paper cites In-Context Learning with Iterative Demonstration Selection.

The Role of Diversity in In-Context Learning for Large Language Models In-Context Learning with Iterative Demonstration Selection

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.841214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0169b8b-32b7-4e3e-8d73-27c927accd2a · outbound

This paper cites SQ u AD : 100,000+ questions for machine comprehension of text.

The Role of Diversity in In-Context Learning for Large Language Models SQ u AD : 100,000+ questions for machine comprehension of text

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.903300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36f35727-a62d-4229-a6ab-ac8ebe0a2839 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

The Role of Diversity in In-Context Learning for Large Language Models Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:37.950661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed536f03-e2fb-4645-a4e0-a19c4dec7f11 · outbound

This paper cites Learning to retrieve prompts for in-context learning.

The Role of Diversity in In-Context Learning for Large Language Models Learning to retrieve prompts for in-context learning

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:42.041012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 10dabca5-571d-476a-a28c-dee792d04ee8 · outbound

This paper cites RetICL: Sequential Retrieval of In-Context Examples with Reinforcement Learning.

The Role of Diversity in In-Context Learning for Large Language Models RetICL: Sequential Retrieval of In-Context Examples with Reinforcement Learning

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:38.054990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f439bb5d-57fe-4901-8b64-deabccf8daa7 · outbound

This paper cites Active Learning for Convolutional Neural Networks: A Core-Set Approach.

The Role of Diversity in In-Context Learning for Large Language Models Active Learning for Convolutional Neural Networks: A Core-Set Approach

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:38.107015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2109c450-790a-4dc0-b879-1194a1b2b11a · outbound

This paper cites Do pretrained Transformers Learn In-Context by Gradient Descent?.

The Role of Diversity in In-Context Learning for Large Language Models Do pretrained Transformers Learn In-Context by Gradient Descent?

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:38.144629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82db7266-aa81-4d8a-b597-b04ef7955410 · outbound

This paper cites Diversifying convex transductive experimental design for active learning.

The Role of Diversity in In-Context Learning for Large Language Models Diversifying convex transductive experimental design for active learning

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:41.858416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d65bb6da-e9b3-4183-ac36-0c5c052794a9 · outbound

This paper cites Smith, and Tao Yu.

The Role of Diversity in In-Context Learning for Large Language Models Smith, and Tao Yu

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:41.758985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b53dc769-9c29-48d7-aa79-b48176c7b04a · outbound

This paper cites Smith, and Yejin Choi.

The Role of Diversity in In-Context Learning for Large Language Models Smith, and Yejin Choi

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:38.270086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 869c3f87-2ade-407c-9162-ee323cbc57d3 · outbound

This paper cites Commonsenseqa: A question answering challenge targeting commonsense knowledge.

The Role of Diversity in In-Context Learning for Large Language Models Commonsenseqa: A question answering challenge targeting commonsense knowledge

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:41.630993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3fdabc35-4a48-4580-bd35-d368b72df9af · outbound

This paper cites Using multiple clause constructors in inductive logic programming for semantic parsing.

The Role of Diversity in In-Context Learning for Large Language Models Using multiple clause constructors in inductive logic programming for semantic parsing

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:41.447947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9ada3b25-0b09-4fc1-9b7b-13d2a0a365b2 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

The Role of Diversity in In-Context Learning for Large Language Models Gemma 2: Improving Open Language Models at a Practical Size

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:38.301839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67222932-cffb-4f61-9434-089e8c98a01a · outbound

This paper cites Transformers learn in-context by gradient descent.

The Role of Diversity in In-Context Learning for Large Language Models Transformers learn in-context by gradient descent

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:41.280961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 998052c0-e19d-47ee-994a-aeab003d2d99 · outbound

This paper cites Uncovering mesa-optimization algorithms in Transformers.

The Role of Diversity in In-Context Learning for Large Language Models Uncovering mesa-optimization algorithms in Transformers

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:38.439808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0befb307-ae34-4868-b2b8-7084cb73b25e · outbound

This paper cites Contributing Dimension Structure of Deep Feature for Coreset Selection.

The Role of Diversity in In-Context Learning for Large Language Models Contributing Dimension Structure of Deep Feature for Coreset Selection

Reference 56

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:21:39.816172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be5edba7-b4a4-4167-90d8-253b7409fde1 · outbound

This paper cites Diversity Measurement and Subset Selection for Instruction Tuning Datasets.

The Role of Diversity in In-Context Learning for Large Language Models Diversity Measurement and Subset Selection for Instruction Tuning Datasets

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:38.659812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561cce07-2d34-4d0b-a6da-8d24671ad1ed · outbound

This paper cites Large language models are implicitly topic models: Explaining and finding good demonstrations for in-context learning.

The Role of Diversity in In-Context Learning for Large Language Models Large language models are implicitly topic models: Explaining and finding good demonstrations for in-context learning

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:41.248263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c49dabba-4ec1-4428-b127-1210c2bbe75b · outbound

This paper cites Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning.

The Role of Diversity in In-Context Learning for Large Language Models Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:38.755009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2269c8a6-5a87-4b35-9474-9d25d459d4d2 · outbound

This paper cites Crowdsourcing multiple choice science questions.

The Role of Diversity in In-Context Learning for Large Language Models Crowdsourcing multiple choice science questions

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:38.790176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6757ccb6-455c-4e95-a891-9d18ec526ab9 · outbound

This paper cites The learnability of in-context learning.

The Role of Diversity in In-Context Learning for Large Language Models The learnability of in-context learning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:38.799311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9cf2d09-282c-4f89-92f6-b28f33977bce · outbound

This paper cites Self-adaptive in-context learning: An information compression perspective for in-context example selection and ordering.

The Role of Diversity in In-Context Learning for Large Language Models Self-adaptive in-context learning: An information compression perspective for in-context example selection and ordering

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:41.096528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2bb3c6e0-f971-405e-a11e-22101ea4bd6a · outbound

This paper cites An explanation of in-context learning as implicit bayesian inference.

The Role of Diversity in In-Context Learning for Large Language Models An explanation of in-context learning as implicit bayesian inference

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:40.962002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation af16b353-f9b0-49b6-847c-a6ed7d33b486 · outbound

This paper cites Representative demonstration selection for in-context learning with two-stage determinantal point process.

The Role of Diversity in In-Context Learning for Large Language Models Representative demonstration selection for in-context learning with two-stage determinantal point process

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:40.875365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 28bc02ca-1ff1-480e-83c7-0f278701ddc0 · outbound

This paper cites An empirical study of GPT-3 for few-shot knowledge-based VQA.

The Role of Diversity in In-Context Learning for Large Language Models An empirical study of GPT-3 for few-shot knowledge-based VQA

Reference 65

Resolution: malformed identifier; no resolver link, observed 2026-08-07T14:21:38.922780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90b8b3af-b761-4bb4-91e6-c538ca2d1e29 · outbound

This paper cites Complementary explanations for effective in-context learning.

The Role of Diversity in In-Context Learning for Large Language Models Complementary explanations for effective in-context learning

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:40.781182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f54702de-00da-4a1d-a1ae-f9980bc4a2ab · outbound

This paper cites Ground-truth labels matter: A deeper look into input-label demonstrations.

The Role of Diversity in In-Context Learning for Large Language Models Ground-truth labels matter: A deeper look into input-label demonstrations

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:40.610923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0c695d21-ecf3-4cc7-b7da-5f8747c50658 · outbound

This paper cites SKILL-MIX: a flexible and expandable family of evaluations for AI models.

The Role of Diversity in In-Context Learning for Large Language Models SKILL-MIX: a flexible and expandable family of evaluations for AI models

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:40.475825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 05a09c60-bc33-4ab9-830d-015c686df96a · outbound

This paper cites Enhancing sample selection against label noise by cutting mislabeled easy examples, 2025.

The Role of Diversity in In-Context Learning for Large Language Models Enhancing sample selection against label noise by cutting mislabeled easy examples, 2025

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:39.149809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b4daca2-b0b6-4890-a363-80900a451023 · outbound

This paper cites Learning to parse database queries using inductive logic programming.

The Role of Diversity in In-Context Learning for Large Language Models Learning to parse database queries using inductive logic programming

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:39.237308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2917b736-4708-4d6c-a94e-839588e3bc20 · outbound

This paper cites Coreset-Based Task Selection for Sample-Efficient Meta-Reinforcement Learning.

The Role of Diversity in In-Context Learning for Large Language Models Coreset-Based Task Selection for Sample-Efficient Meta-Reinforcement Learning

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:39.299158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a69ec50-a640-411c-8e54-ebb884022fea · outbound

This paper cites MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning.

The Role of Diversity in In-Context Learning for Large Language Models MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning

Reference 72

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:21:39.586400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9ae05b38-8593-4134-aaaa-a950fe7cdccb · outbound

This paper cites What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization.

The Role of Diversity in In-Context Learning for Large Language Models What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T14:21:39.312528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a897d78-02ba-4a04-a9be-fd83a0f8dcae · outbound

This paper cites Automatic chain of thought prompting in large language models.

The Role of Diversity in In-Context Learning for Large Language Models Automatic chain of thought prompting in large language models

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:40.432977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 83c49586-ceba-41e6-af22-af2694d820cb · outbound

This paper cites Can models learn skill composition from examples? Advances in Neural Information Processing Systems, 37: 0 102393--102427, 2025.

The Role of Diversity in In-Context Learning for Large Language Models Can models learn skill composition from examples? Advances in Neural Information Processing Systems, 37: 0 102393--102427, 2025

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:40.405820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ed9e2187-33b8-4016-851c-9826fcf9e1f0 · outbound

This paper cites Calibrate before use: Improving few-shot performance of language models.

The Role of Diversity in In-Context Learning for Large Language Models Calibrate before use: Improving few-shot performance of language models

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:21:40.357793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers