Paper Citation Record · LEDGER

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer

As of 4 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2408.01119.

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

pith.paper-citation-record.v1
2408.01119 v4

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T22:11:59.206066Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-17T22:16:04.386706Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-17T22:16:04.758274Z

Reference resolution

53 of 53 outbound references displayed

verified exact15
verified fuzzy25
unresolved1
parse uncertain0
malformed identifier2
metadata mismatch10

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9984984f-b3f0-430a-8fd0-61320d9884a8 · outbound

This paper cites In: Goldberg, Y ., Kozareva, Z., Zhang, Y.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Goldberg, Y ., Kozareva, Z., Zhang, Y

Reference 1

Resolution: verified exact; doi, observed 2026-05-23T22:13:29.732293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation b798cf83-7ade-45f7-8224-69c22fafb7ed · outbound

This paper cites In: Aberer, K., Choi, K.S., Noy, N., Allemang, D., Lee, K.I., Nixon, L., Golbeck, J., Mika, P., Maynard, D., Mizoguchi, R., Schreiber, G., Cudré-Mauroux, P.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Aberer, K., Choi, K.S., Noy, N., Allemang, D., Lee, K.I., Nixon, L., Golbeck, J., Mika, P., Maynard, D., Mizoguchi, R., Schreiber, G., Cudré-Mauroux, P

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.618159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation dcaf89bc-f98b-4ce4-a286-a12790f424dc · outbound

This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-23T22:13:30.152489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 69360429-a80a-45be-9f69-bb08af7c38a9 · outbound

This paper cites In: Proceedings of the 2015 Conference on EMNLP (EMNLP).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Proceedings of the 2015 Conference on EMNLP (EMNLP)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.613670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 0a7f63cc-9524-45ed-bf17-0570af4b79db · outbound

This paper cites Advances in neural information processing systems 33, 1877–1901 (2020).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Advances in neural information processing systems 33, 1877–1901 (2020)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.609304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e0e5ab5e-d817-42aa-a0c4-f27bb2cbcaaf · outbound

This paper cites S em E val-2017 task 1: Semantic textual similarity multilingual and crosslingual focused evaluation.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer S em E val-2017 task 1: Semantic textual similarity multilingual and crosslingual focused evaluation

Reference 6

Resolution: metadata mismatch; doi, observed 2026-05-23T22:13:29.729090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 22861fad-ef75-47f8-b0d2-977436bcf882 · outbound

This paper cites Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:13:30.140840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 7b252f41-dcbc-4afa-975e-c7642ad9764e · outbound

This paper cites No Language Left Behind: Scaling Human-Centered Machine Translation.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer No Language Left Behind: Scaling Human-Centered Machine Translation

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-05-23T22:13:30.144700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 92db7a65-22fd-489f-b051-8d9cc19e5d27 · outbound

This paper cites Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:13:30.156897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 29b46813-0e75-4af8-ba79-f10d8157e2df · outbound

This paper cites In: Proceedings of the International Workshop on Paraphrasing (2005).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Proceedings of the International Workshop on Paraphrasing (2005)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.605197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d1b96e28-6230-4a8f-873c-9c06997102ea · outbound

This paper cites The Llama 3 Herd of Models.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer The Llama 3 Herd of Models

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-05-23T22:13:30.137143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 73c69ff1-6ac5-4d1e-9b69-ef879fe9eb1c · outbound

This paper cites Journal of the American Statistical Association 54(287), 613–621 (1959).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Journal of the American Statistical Association 54(287), 613–621 (1959)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.600435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d6d904eb-4225-4fc2-8b5a-687f49721498 · outbound

This paper cites an unresolved cited work.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-23T23:38:38.596378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ab0ec5a0-778c-409b-8c61-dc5a0fc2418d · outbound

This paper cites In: ICML.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: ICML

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.592569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 7b8ae3d8-0b24-4d76-beae-966eefdc18ee · outbound

This paper cites PPT : Pre-trained prompt tuning for few-shot learning.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer PPT : Pre-trained prompt tuning for few-shot learning

Reference 15

Resolution: metadata mismatch; doi, observed 2026-05-23T22:13:29.725823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e3b2ab46-5250-44e7-b093-6a442babd97c · outbound

This paper cites Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:13:30.148330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 46c851b4-ca70-4ec7-9585-492436a01e63 · outbound

This paper cites In: ICML.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: ICML

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.589006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 9188f3ff-2ddb-42fa-a2f3-e5c2633f34da · outbound

This paper cites In: Proceedings of the First International Conference on Human Language Technology Research (2001).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Proceedings of the First International Conference on Human Language Technology Research (2001)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.585395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d7ce4b44-c008-46f0-844a-c2c78c880aa5 · outbound

This paper cites In: ICLR (2022), https://openreview.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: ICLR (2022), https://openreview

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.580735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 42e53f48-712d-4a2a-b468-5e03adee0832 · outbound

This paper cites In: The Eleventh ICLR (2022).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: The Eleventh ICLR (2022)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.577267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 8aa92362-38b0-4e94-87ef-8e135ee6030c · outbound

This paper cites In: AAAI Conference on Artificial Intelligence (2018), https://api.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: AAAI Conference on Artificial Intelligence (2018), https://api

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.572561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6d581e70-dd95-40e8-a454-4bce5037f7a3 · outbound

This paper cites No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:13:30.129515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ced3b38e-4d94-4e4a-ae08-c14b6a7d9384 · outbound

This paper cites Yifan Li, Yifan Du, Kun Zhou, Jinpeng Wang, Xin Zhao, and Ji-Rong Wen.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Yifan Li, Yifan Du, Kun Zhou, Jinpeng Wang, Xin Zhao, and Ji-Rong Wen

Reference 23

Resolution: metadata mismatch; doi, observed 2026-05-23T22:13:29.752720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T20:08:10.998972+00:00.

Observation 68a2a83a-daaf-4e5f-a7ae-eef6fe92b1f1 · outbound

This paper cites URL https://aclanthology.org/2021.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer URL https://aclanthology.org/2021

Reference 24

Resolution: metadata mismatch; doi, observed 2026-05-23T22:13:29.747473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 1a67f19a-4f70-4387-8c2c-84c82cd66125 · outbound

This paper cites Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:13:30.125991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 395aae1c-eef1-4f94-a7c4-60deb79ef50c · outbound

This paper cites In: Zong, C., Xia, F., Li, W., Navigli, R.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Zong, C., Xia, F., Li, W., Navigli, R

Reference 26

Resolution: malformed identifier; doi_truncated, observed 2026-05-23T22:13:29.764733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 99add380-4ced-4b3d-b6b3-e74c8c94fff0 · outbound

This paper cites In: COLING 2002: The 19th International Conference on Computational Linguistics (2002).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: COLING 2002: The 19th International Conference on Computational Linguistics (2002)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.622329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 89f89ff1-5766-40d8-9e02-03a330365424 · outbound

This paper cites AI Open (2023).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer AI Open (2023)

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.569520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 5b823078-8cf0-4cb6-a6a0-41c5271828ed · outbound

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

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 29

Resolution: metadata mismatch; local_arxiv, observed 2026-05-23T22:13:30.172087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 2212f315-74d8-48d4-9269-73e59fcb81eb · outbound

This paper cites In: Lin, D., Matsumoto, Y ., Mihalcea, R.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Lin, D., Matsumoto, Y ., Mihalcea, R

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.565571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f98dd430-6478-4b76-92ed-0839e89211dc · outbound

This paper cites Merging Models with Fisher-Weighted Averaging.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Merging Models with Fisher-Weighted Averaging

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:13:30.160712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation c7485d0a-6693-415e-858f-790bf0048990 · outbound

This paper cites Advances in Neural Information Processing Systems 36 (2024).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Advances in Neural Information Processing Systems 36 (2024)

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.562121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 89c26a32-9607-428e-99b6-58c6e134a1bb · outbound

This paper cites arXiv preprint arXiv:2402.12819 (2024).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer arXiv preprint arXiv:2402.12819 (2024)

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:13:30.168223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 3748f7e5-f41d-4e65-8158-e86e2dbd1e6b · outbound

This paper cites In: Merlo, P., Tiedemann, J., Tsarfaty, R.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Merlo, P., Tiedemann, J., Tsarfaty, R

Reference 34

Resolution: verified exact; doi, observed 2026-05-23T22:13:29.767234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 7abaacf8-37c8-4f7e-93dc-a1bf18c6ebf9 · outbound

This paper cites IEEE/ACM Trans.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer IEEE/ACM Trans

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:13:29.761717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 74973b7a-a925-4b3d-b93e-d57b92441a3b · outbound

This paper cites OpenAI blog 1(8), 9 (2019).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer OpenAI blog 1(8), 9 (2019)

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.557927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6f33da85-3759-4206-8114-9dea2fbc2e6d · outbound

This paper cites Journal of machine learning research 21(140), 1–67 (2020).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Journal of machine learning research 21(140), 1–67 (2020)

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.554241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ceef2f43-9e65-4ecc-8717-0fcfc8046daf · outbound

This paper cites In: Gurevych, I., Miyao, Y.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Gurevych, I., Miyao, Y

Reference 38

Resolution: verified exact; doi, observed 2026-05-23T22:13:29.719528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 1ad04993-46d2-4b82-83d3-4b5ac201a08b · outbound

This paper cites In: ICML.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: ICML

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.550862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 10fca7a7-f086-4730-8afe-b651fbed5118 · outbound

This paper cites In: The Twelfth ICLR (2024), https://openreview.net/forum?id=KjegfPGRde.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: The Twelfth ICLR (2024), https://openreview.net/forum?id=KjegfPGRde

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.627200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 49cdf702-2982-485e-8cb9-6dade6981a1e · outbound

This paper cites In: Proceedings of the 2013 conference on EMNLP.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Proceedings of the 2013 conference on EMNLP

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.547876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 01c7b3f1-06bb-4fba-9b77-2f4a057c60e6 · outbound

This paper cites ZipIt! Merging Models from Different Tasks without Training.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer ZipIt! Merging Models from Different Tasks without Training

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:13:30.133244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 45c19b5f-8a1a-4481-9338-4d207ae64adf · outbound

This paper cites Biometrika pp.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Biometrika pp

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.544992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 221ec89b-7506-4ba6-a817-82c6cf11bd20 · outbound

This paper cites In: Carpuat, M., de Marneffe, M.C., Meza Ruiz, I.V.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Carpuat, M., de Marneffe, M.C., Meza Ruiz, I.V

Reference 44

Resolution: malformed identifier; raw_fallback, observed 2026-05-23T23:38:38.538425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation d1b75594-704d-4b43-ae9d-f26af4fe8db3 · outbound

This paper cites In: Muresan, S., Nakov, P., Villavicencio, A.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Muresan, S., Nakov, P., Villavicencio, A

Reference 45

Resolution: verified exact; doi, observed 2026-05-23T22:13:29.755132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation e6e42653-d947-4d29-9152-fc6a7ebe2b69 · outbound

This paper cites Proceedings of the 2018.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Proceedings of the 2018

Reference 46

Resolution: metadata mismatch; doi, observed 2026-05-23T22:13:29.737815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation cb17ab1b-0759-48c6-8937-0603b01cebcb · outbound

This paper cites In: The Eleventh ICLR (2023), https:// openreview.net/forum?id=Nk2pDtuhTq.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: The Eleventh ICLR (2023), https:// openreview.net/forum?id=Nk2pDtuhTq

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.533119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 639730a7-f455-4f89-9a4d-2fffa8b3fe07 · outbound

This paper cites Transactions of the ACL 7, 625–641 (2019).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Transactions of the ACL 7, 625–641 (2019)

Reference 48

Resolution: verified exact; doi, observed 2026-05-23T22:13:29.744189Z

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No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ba6bb958-a198-4d74-a5e2-55551166a8f0 · outbound

This paper cites A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference

Reference 49

Resolution: metadata mismatch; doi, observed 2026-05-23T22:13:29.741326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 632ac0ef-054f-46a7-a339-0434112f97c6 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.528139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 8b4c0152-f866-4537-9dee-12eac021bffc · outbound

This paper cites Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment.

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:13:30.164342Z

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Observation 9eb61bdc-b2fb-481b-a5c9-074930eec932 · outbound

This paper cites Advances in Neural Information Processing Systems 36, 12589–12610 (2023).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Advances in Neural Information Processing Systems 36, 12589–12610 (2023)

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.521082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 6105b7e6-15ee-4047-af5d-c758c76a91df · outbound

This paper cites Advances in neural information processing systems 28 (2015).

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer Advances in neural information processing systems 28 (2015)

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T23:38:38.631522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Pith citing papers

Observation 1dcb60ba-4d2d-49ef-af6c-88dbcfd84404 · inbound

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities cites this paper.

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-17T22:16:04.760611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.