Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T15:12:31.059541Z
Paper Citation Record · LEDGER
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models
As of 13 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2605.01256.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
53 of 53 outbound references displayed
- verified exact6
- verified fuzzy38
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch5
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5d70a2e3-a25e-4cab-b9a1-4e63c47976ad · outbound
This paper cites Aho and Jeffrey D.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Aho and Jeffrey D
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.691841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c3984489-f1ee-42bf-9bf7-721a168cd846 · outbound
This paper cites an unresolved cited work.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T01:26:27.722970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4bf67e12-eefc-4f1c-93bf-d8bb4428b512 · outbound
This paper cites Chandra and Dexter C.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Chandra and Dexter C
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T22:13:57.460148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f1c78cd8-b729-4106-8bde-240a96785436 · outbound
This paper cites Scalable training of.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Scalable training of
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.719617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 16838fc9-5bcb-4a67-a671-90dd3902efda · outbound
This paper cites an unresolved cited work.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T01:26:27.714410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 21eb7feb-96df-43fa-b2bb-7e6eb5434512 · outbound
This paper cites Tetreault , title =.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Tetreault , title =
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.716941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7b9e5f28-da49-499d-b1dc-427ab6813e92 · outbound
This paper cites A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.666280Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 58eade77-e8a1-40df-aa7c-f01a9531c1d8 · outbound
This paper cites 2024 , url =.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2024 , url =
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.651769Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0a728f47-c3bd-4c73-b56a-c5b7f6f79a81 · outbound
This paper cites Qwen2.5: A Party of Foundation Models , url =.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Qwen2.5: A Party of Foundation Models , url =
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.654619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2dfaf3a9-9ff5-4ddc-b983-33b569f4a39e · outbound
This paper cites 2025 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2025 , eprint=
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.671077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c27e65f3-9d4f-4c5d-ad36-33971ec4ea3a · outbound
This paper cites Efficient Model Development through Fine-tuning Transfer.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Efficient Model Development through Fine-tuning Transfer
Reference 11
- Resolution
- verified exact
- doi, observed 2026-05-09T22:13:57.449493Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 27e5fe1e-b2e9-4c5a-ae72-d4bbcc0d10e6 · outbound
This paper cites an unresolved cited work.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T01:26:27.668870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c868a32e-2fb5-4bfc-b89a-7df7c9047ac9 · outbound
This paper cites 2024 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2024 , eprint=
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.648692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b54dedfd-9453-4a54-9c61-8adf18441936 · outbound
This paper cites 2025 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2025 , eprint=
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.656928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9021decd-07c7-4c3d-a345-1e3536f5da0d · outbound
This paper cites Chat vector: A simple approach to equip LLM s with instruction following and model alignment in new languages.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Chat vector: A simple approach to equip LLM s with instruction following and model alignment in new languages
Reference 15
- Resolution
- verified exact
- doi, observed 2026-05-09T22:13:57.446474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 34cd5a4b-d72e-4817-a964-c7d773019c58 · outbound
This paper cites Journal of Machine Learning Research , volume=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Journal of Machine Learning Research , volume=
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.660500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation aa3eaa84-94ac-4a25-840e-d01e3faf052e · outbound
This paper cites GPT-4 Technical Report.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models GPT-4 Technical Report
Reference 17
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T16:46:05.455132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cb13b723-865e-479e-ab61-cfad1d764d1d · outbound
This paper cites Advances in neural information processing systems , volume=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Advances in neural information processing systems , volume=
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.685966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 935ac984-e18c-4a9b-a8e2-a3c1c0fb8ae1 · outbound
This paper cites 2019 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2019 , eprint=
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.689204Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cc368565-474f-421e-99ab-287d0602d936 · outbound
This paper cites 2022 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2022 , eprint=
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.639526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9ab79f2b-44ba-4835-8fd7-beeacf7a44de · outbound
This paper cites 2023 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2023 , eprint=
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.645511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1486d21b-5b20-4287-94fc-941a113c7e90 · outbound
This paper cites 2024 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2024 , eprint=
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.725496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 780ebd2c-603e-4f5c-8bdc-fb3243fd9a9a · outbound
This paper cites Hugging Face repository , howpublished =.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Hugging Face repository , howpublished =
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.633520Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8dca38dc-db27-4917-9d21-e60b63f9931d · outbound
This paper cites Measuring Mathematical Problem Solving With the.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Measuring Mathematical Problem Solving With the
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.711659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5ef81b32-352e-4377-82ba-74958f6707db · outbound
This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.631294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 15710af9-a958-4d9e-86d2-bc5d30e4973b · outbound
This paper cites Advances in neural information processing systems , volume=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Advances in neural information processing systems , volume=
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.636582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b7eb5c77-3805-4740-ad0b-2006111df3a9 · outbound
This paper cites Mathematical Association of America , year=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Mathematical Association of America , year=
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.642467Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d6ce46fc-0f5c-4616-a2ec-50ac791ddbe3 · outbound
This paper cites American Mathematics Competitions , year=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models American Mathematics Competitions , year=
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.663750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 460b09c6-4283-4562-bdb6-703dae9ea774 · outbound
This paper cites Measuring Massive Multitask Language Understanding.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Measuring Massive Multitask Language Understanding
Reference 29
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T16:46:05.479473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d7f3eeac-d1d8-4103-bfdf-fe2f11215d1b · outbound
This paper cites 2025 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2025 , eprint=
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.622668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 55c56ebe-6884-4ee5-89fc-932a1da0be70 · outbound
This paper cites 2024 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2024 , eprint=
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.624950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b82ccd07-f4ae-4c1d-a96d-e5bc4650da0c · outbound
This paper cites 2025 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2025 , eprint=
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.627108Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6904161d-6e7c-4d10-b0ca-ff5ef54a4a88 · outbound
This paper cites 2024 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2024 , eprint=
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.694328Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a9e09f65-e06a-430d-9fe1-586e99c0491b · outbound
This paper cites The Eleventh International Conference on Learning Representations , year=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models The Eleventh International Conference on Learning Representations , year=
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.701651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1496c5b5-d8b9-4703-8fc3-ab0c4ec684be · outbound
This paper cites 2022 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2022 , eprint=
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.617775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 244a4023-d66d-4283-bb60-fe27b4e74a9b · outbound
This paper cites Conference on health, inference, and learning , pages=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Conference on health, inference, and learning , pages=
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.699181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 03a175a1-845e-41e3-b91b-c41368225071 · outbound
This paper cites Applied Sciences , volume=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Applied Sciences , volume=
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.696835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fddfd958-3459-4ef2-af33-6d784a21bddd · outbound
This paper cites Coarse-to-Fine n-Best Parsing and M ax E nt Discriminative Reranking.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Coarse-to-Fine n-Best Parsing and M ax E nt Discriminative Reranking
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T22:13:57.467134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 56baecc2-a2cd-4b2f-819f-1b6b10e7e2b3 · outbound
This paper cites Learning to summarize with human feedback , url =.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Learning to summarize with human feedback , url =
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.615120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation dcccee22-4973-4796-ad6e-156b0c3db0d9 · outbound
This paper cites Transactions on Machine Learning Research , issn=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Transactions on Machine Learning Research , issn=
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.620224Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a99b3d09-df27-479d-9e8b-1a4b1edf9472 · outbound
This paper cites 2025 , organization=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2025 , organization=
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.629162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 06d57fa6-adc9-40d4-8536-c0dd0c8e498b · outbound
This paper cites 2021 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2021 , eprint=
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.610045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 242888de-4266-4431-bc6b-5f725a5cf4d8 · outbound
This paper cites Instruction-Following Evaluation for Large Language Models.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Instruction-Following Evaluation for Large Language Models
Reference 43
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T16:46:05.485211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 21681705-7b75-4ede-8ace-f46d87c54540 · outbound
This paper cites 2025 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2025 , eprint=
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.607532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 55253374-8850-48ca-af6d-ba09b9806006 · outbound
This paper cites EMNLP , year=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models EMNLP , year=
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.704067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0ba47b00-052d-4892-b6d1-d7ed013f501d · outbound
This paper cites The Fourteenth International Conference on Learning Representations , year=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models The Fourteenth International Conference on Learning Representations , year=
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.612442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 36a08682-55a4-471b-93a9-1968f68a9e9b · outbound
This paper cites G2: Guided Generation for Enhanced Output Diversity in LLM s.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models G2: Guided Generation for Enhanced Output Diversity in LLM s
Reference 47
- Resolution
- verified exact
- doi, observed 2026-05-09T22:13:57.452510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation dc28ed6b-4f7d-4cc8-beab-b7b9aea73688 · outbound
This paper cites 2026 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2026 , eprint=
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.708989Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b9f7c911-bfaa-4db3-b872-acc9b24a7977 · outbound
This paper cites L ay A lign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models L ay A lign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy
Reference 49
- Resolution
- verified exact
- doi, observed 2026-05-09T22:13:57.463113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f478d665-bcd1-4272-bdb9-40d8510bffe4 · outbound
This paper cites doi: 10.18653/v1/2025.naacl-long.248.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models doi: 10.18653/v1/2025.naacl-long.248
Reference 50
- Resolution
- metadata mismatch
- doi, observed 2026-05-09T22:13:57.456042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 438cff11-365d-4295-9505-f4f7b52a5d82 · outbound
This paper cites an unresolved cited work.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T01:26:27.706175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ae9447b9-8e92-4933-83a5-c1c7b3162776 · outbound
This paper cites 2026 , eprint=.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models 2026 , eprint=
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T01:26:27.605515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3410429b-b85a-4a45-8444-a76e60302a27 · outbound
This paper cites InCoder-32B-Thinking: Industrial Code World Model for Thinking.
GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models InCoder-32B-Thinking: Industrial Code World Model for Thinking
Reference 53
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T16:46:05.464647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Pith citing papers
No inbound Pith citation observations are available.