Paper Citation Record · LEDGER

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models

As of 17 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 2 inbound Pith citation observations for arXiv:2506.17781.

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

pith.paper-citation-record.v1
2506.17781 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:04:16.666931Z

measured 39 of 39 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:18:28.864015Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T06:16:20.984883Z

Reference resolution

37 of 37 outbound references displayed

verified exact3
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8ea532a5-6f99-4634-9b9b-9a21c9d5a46d · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.511422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4753733e-7900-4321-b650-674467fdb60b · outbound

This paper cites Layer Normalization.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Layer Normalization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.515676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbc529d0-0d41-4fbb-97b5-908c60bcb782 · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.520065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb52473c-6484-44d8-af05-a58454235a3c · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:17.295681Z

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 0fe9c641-22f3-4b6c-ae71-242e74f07dcf · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.529287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6b6fecd-81ef-4d06-af0d-2d0dfbbbf70e · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.534266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1594f96-1861-4af1-b00d-ef89020cc435 · outbound

This paper cites SimCSE: Simple Contrastive Learning of Sentence Embeddings.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models SimCSE: Simple Contrastive Learning of Sentence Embeddings

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.538886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1effff1-a312-42c4-a746-1c4477ac2f63 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.543466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1312e39f-1b42-4200-9afa-5f4ea69f4a0f · outbound

This paper cites Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.547549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1740b463-56e5-4501-a7ab-8f6fa3a50da2 · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-15T19:04:16.709309Z

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 169c5b97-1b61-47e1-a521-63ef42a88e7d · outbound

This paper cites Upcycling Large Language Models into Mixture of Experts.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Upcycling Large Language Models into Mixture of Experts

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.556019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a478797b-96a2-4096-9f69-349156bac4e1 · outbound

This paper cites Mixtral of Experts.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Mixtral of Experts

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.560636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5dcdc78-c5ab-4025-9050-0c6f9e1cc6f1 · outbound

This paper cites Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.565265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84ec9c00-a74d-4426-b91a-b1880c9f8329 · outbound

This paper cites GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.569568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ed120ab-ee2b-47f2-a832-c48dfc808c12 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.573801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be9bd6ac-f0fe-4891-b8a2-b4f1136996f1 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.577827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99cb1156-5dac-48dd-abed-75ed9553b0ef · outbound

This paper cites Generative Representational Instruction Tuning.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Generative Representational Instruction Tuning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.582101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9484877-f797-4019-b783-6b57c64e6a8d · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models MTEB: Massive Text Embedding Benchmark

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.586413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5fcfaab-0ba4-4943-bae0-54f2afc2af10 · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Text and Code Embeddings by Contrastive Pre-Training

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.590563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48984a02-610f-44f6-a6c5-87059c8f454d · outbound

This paper cites Nomic Embed: Training a Reproducible Long Context Text Embedder.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Nomic Embed: Training a Reproducible Long Context Text Embedder

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.595386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0f37475-2620-47f7-8648-cac033056891 · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.600381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 103c5f08-4f8b-415e-897c-b59acb181ee6 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Representation Learning with Contrastive Predictive Coding

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.604497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 114d2067-af20-480e-888c-2ccd5098632f · outbound

This paper cites Navigating the Trade-Off between Multi-Task Learning and Learning to Multitask in Deep Neural Networks.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Navigating the Trade-Off between Multi-Task Learning and Learning to Multitask in Deep Neural Networks

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-15T19:04:16.958270Z

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 6670f640-e5a4-4183-9ca3-80af65013b1d · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.612633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93fdc0ae-c6b8-4c5e-b550-4a3f12548709 · outbound

This paper cites One Embedder, Any Task: Instruction-Finetuned Text Embeddings.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models One Embedder, Any Task: Instruction-Finetuned Text Embeddings

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.616530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e4b247e-f54f-4d6b-88ab-ed5ca114cdfc · outbound

This paper cites Understanding LLM Embeddings for Regression.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Understanding LLM Embeddings for Regression

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.621321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 431eda90-0064-4b1e-84d9-4db53301e06b · outbound

This paper cites The information bottleneck method.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models The information bottleneck method

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.625478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4e8a1d6-f50c-4dda-82f9-b303f83e4eef · outbound

This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.630076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c022c87b-a518-4d5b-a1de-d435c5b35115 · outbound

This paper cites Improving Text Embeddings with Large Language Models.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Improving Text Embeddings with Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.634581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 155f2d82-08f4-408c-befc-228f76f9d5de · outbound

This paper cites Multilingual E5 Text Embeddings: A Technical Report.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Multilingual E5 Text Embeddings: A Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.638816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca53b07-7e74-4714-8b26-b0fb928a4387 · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.643184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16fdde60-9b68-41a7-ac61-dc06271d4a4e · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:17.254019Z

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 cf89cc58-8960-41c0-9346-09098c8a073c · outbound

This paper cites COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-15T19:04:16.875192Z

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 9fbeef19-8a33-469c-9f4a-02906850a957 · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.655353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb4d1faf-76fc-41e4-891e-8f4584374ff9 · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.659088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9e7bb63-be4d-40f3-8c76-5445833863af · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T19:04:17.226076Z

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 d438bcb3-7c3c-45ae-8db5-78ece9a241b8 · outbound

This paper cites an unresolved cited work.

Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T19:04:16.666931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 87b462eb-8bd6-4926-afd0-7df29d3c4777 · inbound

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning cites this paper.

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:28.864015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d267bc57-a095-484e-b70b-527100b79053 · inbound

REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning cites this paper.

REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:16:20.986162Z

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.