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Paper Citation Record · LEDGER

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics

As of 18 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2504.19066.

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

pith.paper-citation-record.v1
2504.19066 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:07:44.574383Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

63 of 63 outbound references displayed

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  • verified fuzzy22
  • unresolved37
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a0d878f8-4eb7-46e4-b057-0944483bfee5 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 1

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Source-reported events for the cited work

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Observation d00e766d-a54b-42b7-9644-36c758a3f5b6 · outbound

This paper cites & Cambria, E.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics & Cambria, E

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d42dbfdb-4b0a-4b3a-baa6-c982b6d0f964 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d59b397f-09c6-415f-8673-0ec2054cd68e · outbound

This paper cites J., Chen, A.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics J., Chen, A

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation bd7e8034-67a9-423b-93a6-f907e53ea2c7 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a37d91d3-ec73-49cb-bac2-565f4d2f7239 · outbound

This paper cites D., Yarnal, B.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics D., Yarnal, B

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 8eb49e79-f76a-4eee-a153-571bca275b62 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation fb4ca2dd-f573-4d07-8b79-b6db3a93b3e0 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 410ad54a-1da1-4fc8-9228-fde09e66b38a · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a6227602-643a-4273-9506-90f06ee57ce3 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation c4544044-0ad9-4c7e-b8e5-e482737fd6cc · outbound

This paper cites Exploring Large Language Models for Climate Forecasting.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Exploring Large Language Models for Climate Forecasting

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 53bdb981-8d3b-43c3-b54e-6b43423f0339 · outbound

This paper cites Climate Change from Large Language Models.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Climate Change from Large Language Models

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 148dc041-bf54-40cc-b0f5-ee1db8f0865f · outbound

This paper cites How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b4f6ce29-7fe4-47cb-aac6-98a891249765 · outbound

This paper cites ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate Change.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate Change

Reference 14

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Observation ee0e8a55-1e65-4e4f-8523-d15c078eb1bc · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 912def8e-4518-4b25-8870-7808f95dc1d7 · outbound

This paper cites & Mengaldo, G.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics & Mengaldo, G

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 5dbe585a-f67b-4cff-92fc-8dab1b027df8 · outbound

This paper cites Progress and challenges in the study of extreme weather.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Progress and challenges in the study of extreme weather

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation be9a4051-508a-4fb4-b77b-acf45c09f6cc · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 82e6f0d9-775f-40fd-b601-e3a67aab5724 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation c2930573-5b52-4667-95a6-c2d44d682f68 · outbound

This paper cites H., Sodoge, J., Paton, E.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics H., Sodoge, J., Paton, E

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 9edcc6aa-b2b9-4932-87a5-e5e5813d6afc · outbound

This paper cites TweetDrought: A Deep-Learning Drought Impacts Recognizer based on Twitter Data.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics TweetDrought: A Deep-Learning Drought Impacts Recognizer based on Twitter Data

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 90ec8e11-e3b3-4ef0-89f7-625008fc7b74 · outbound

This paper cites & Glaser, R.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics & Glaser, R

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation f36cbc91-da1b-4938-9afc-2dceb92842e7 · outbound

This paper cites ClimateBert: A Pretrained Language Model for Climate-Related Text.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics ClimateBert: A Pretrained Language Model for Climate-Related Text

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 54007c79-8ce1-4fe9-a0a4-ac6cededd222 · outbound

This paper cites & Kwok, K.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics & Kwok, K

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 010c383f-5c5a-4413-8916-062570def1a5 · outbound

This paper cites & Ho, S.-B.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics & Ho, S.-B

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 3e4a927a-5880-47b2-a41c-697933a06a77 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a741d037-b41d-4c2c-9e68-90a6b25478fd · outbound

This paper cites ClimaText: A Dataset for Climate Change Topic Detection.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics ClimaText: A Dataset for Climate Change Topic Detection

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4aeb06cc-5751-4d1d-b8b7-99c2993435f1 · outbound

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ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics & Qin, F

Reference 28

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 0fdefebe-2bde-4ebc-8bfa-3e169de54827 · outbound

This paper cites & Cambria, E.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics & Cambria, E

Reference 29

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation a6a74aff-f4dc-4036-add9-d577094003f9 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 30

Resolution
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raw_fallback, observed 2026-08-16T10:07:45.283373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 39dab05b-1cf2-441f-a819-ed73cdcef5cc · outbound

This paper cites FloodBrain: Flood Disaster Reporting by Web-based Retrieval Augmented Generation with an LLM.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics FloodBrain: Flood Disaster Reporting by Web-based Retrieval Augmented Generation with an LLM

Reference 31

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 087ec7e6-5e93-47bb-b63b-78b4953f09d7 · outbound

This paper cites T., Stern, E.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics T., Stern, E

Reference 32

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation c6fd8b11-8748-437c-9187-eb48bd6eb861 · outbound

This paper cites CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:07:44.439107Z digest=sha256:c2c592bff1dea4f139e74b571ef846040e9dcaf58930b66f87f1a89a87689fcf

Observation 7397b218-24d1-443b-8bf3-77dce20156d4 · outbound

This paper cites & Fang, J.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics & Fang, J

Reference 34

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 06dea295-6e62-4bb4-ad7b-50ff6aeb4ff6 · outbound

This paper cites DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios

Reference 35

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no resolver link, observed 2026-08-16T10:07:44.447632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:07:44.447632Z digest=sha256:264f2724ab957c0bf26bc602781f92799e010d1d8e4d8f1e3fbe25e0fbfbb6a3

Observation c1c3bc3d-7c24-4f57-81db-577fde2009f4 · outbound

This paper cites A., Huggel, C., Muccione, V., Khashehchi, H.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics A., Huggel, C., Muccione, V., Khashehchi, H

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:07:45.241833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.451978Z digest=sha256:e08a3205eec9c62f46a1f5afd63ae3108e6a80bba0cd9a6c798b65e54f14a3fe

Observation fcca9aa5-f41d-4409-aefc-89b0ea4d28ce · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:07:45.227810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.456169Z digest=sha256:429747d8234872adb370b7ed2991f7e70ebca60c90af74dd5d51dce68b8e7f32

Observation fe5c1947-a0c7-4c7d-b039-a8df7632031b · outbound

This paper cites & Freitas, A.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics & Freitas, A

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:07:45.213783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.460372Z digest=sha256:fdf4febcbb77cda71cf4032abc3c6c61d787e4fbec06518ab5a0cbba849032ce

Observation 62abfa11-a232-46e0-ae70-6cf4bc436be2 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:07:45.199798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.465637Z digest=sha256:d4d14c16a752c45f37e565594f2fd76ae7591349d6f9ee2b7df3f3b318a5d6b6

Observation 19cbc337-e4b4-4300-a757-1ccc69f14cfb · outbound

This paper cites Large Language Models Are Reasoning Teachers.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Large Language Models Are Reasoning Teachers

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-16T10:07:44.470552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:07:44.470552Z digest=sha256:cf3911d8411964a77b47d3859cff479ef7fba7866f07a496c5ff838f3f29889e

Observation 06c620f3-def0-4b67-8876-8f3150619aa2 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Distilling the Knowledge in a Neural Network

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-16T10:07:44.475252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:07:44.475252Z digest=sha256:9c292781e5a95fccdac5d9bf82b028f7876f4f491d28cd8e1ab78b7ffaec25ec

Observation 67520ca5-76cc-409f-97d8-3bd6f695feda · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-16T10:07:44.480117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:07:44.480117Z digest=sha256:ee1a7221c801e62c147cff94242b1e0c5d91acb99523841bde503e58cce78c6b

Observation c645d8ac-4c42-4961-a3e6-3bc5b2ed3b46 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:07:45.185632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.484647Z digest=sha256:30c91e42a6c0360362491057cea4cfd915b8a1ff9805175c3dd8d10dba97e561

Observation aabff371-5eeb-4dea-8290-180bb369100a · outbound

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

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-16T10:07:44.488980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:07:44.488980Z digest=sha256:767fc6476ebb0becd32ad0d9c00d7dfe45a98fa164a706be768c2c50ac71a0b0

Observation 150656a5-9906-471c-bb75-79797c795daa · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:07:45.171058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.493547Z digest=sha256:a203a6ae53db072e87c5b3216d742515073c682a3d7e357d35366a84b0b9eb7e

Observation 1e7c5796-8b32-4a4e-858b-5cbd2ab942de · outbound

This paper cites Qwen2.5 Technical Report.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Qwen2.5 Technical Report

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-16T10:07:44.497861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:07:44.497861Z digest=sha256:8a5f8761ba4adf9c1bffd98a615ff16ebf9d6e0163ac95ffb186ee9184c7e9c7

Observation f1343cdc-8bea-4827-8521-6f9abe0fd2d2 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:07:45.156285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.502489Z digest=sha256:c3165d6b1f60afc081ce71902bfed04d8876ea760eddef782abb37b53c7b4bd0

Observation a8aac2c0-d2e4-4bde-92b9-b745eb6427be · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:07:45.142850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.507295Z digest=sha256:2df6a84dc82517de97338b6459fa89e71a36dd6dd055094f28af351ad44650ff

Observation 392ccf01-966d-42e9-a71d-91ecad670788 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics BERTScore: Evaluating Text Generation with BERT

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-16T10:07:44.511569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:07:44.511569Z digest=sha256:d243aaa0bf5dcb6fd4e4aebb26f40d087a32c868d888fbadccd334b50a9c0d7e

Observation 0003c301-fc2b-45fe-872f-f85b49cd72e5 · outbound

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

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-16T10:07:44.516622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:07:44.516622Z digest=sha256:e9f5726ca3e974b086bf19710db929662e7879ee26eebf60f1d8634f9c62800f

Observation d8090921-4e54-485b-9a9d-871e77dcb502 · outbound

This paper cites Evaluating the Effectiveness of Data Augmentation for Emotion Classification in Low-Resource Settings.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Evaluating the Effectiveness of Data Augmentation for Emotion Classification in Low-Resource Settings

Reference 51

Resolution
verified exact
local_arxiv, observed 2026-08-16T10:07:44.706208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.521152Z digest=sha256:475e8cdb306740302bece5a9e6d97516ccfbe6e58b42aa4e2c43557e3ba4e3a5

Observation 2f1d882b-dd2c-4352-a48b-9a4fbea8dd84 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 52

Resolution
verified exact
raw_fallback, observed 2026-08-16T10:07:44.685023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.525500Z digest=sha256:7d722b77acd3c09bb287f350f4a2cdc679748b65f7d9b46f513ecd3058bf1e22

Observation ff1e0250-f80f-402e-a0b2-30094527dd92 · outbound

This paper cites & Liu, Q.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics & Liu, Q

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:07:45.128265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.529611Z digest=sha256:897dcecbf513656db94cc50e66bd58c41ea79b962c02e8469e6dd6746f66f8ed

Observation 40b998cd-6dc5-47c3-93d3-94f208208f12 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:07:45.113468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.533585Z digest=sha256:335104dacac3cf0c9e2e0c9eb9f55f0c3a3645c2225145de6ed24311487ad282

Observation 93753383-993b-4f80-89e3-e0036c697d41 · outbound

This paper cites & Mittal, R.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics & Mittal, R

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:07:45.099217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.537767Z digest=sha256:1c40333873b3280c77897269190ef086d6baf9ddb2c61d2b6cbe6d03795fcf66

Observation fda3c13f-9a6f-4777-9980-f1f3e4b1fe4d · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:07:45.084194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.542885Z digest=sha256:c315ce840f9d869a8e2a6fb7ea1cbccff2a72707ad0cb26704f6e09ef4bafc15

Observation 097ff273-3912-431c-a538-3404d1d477a7 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:07:45.069590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.547629Z digest=sha256:045221569f254ce2e37d350c908e69f8f5863b3f5fe6f7b40807451ba64039b2

Observation 0c9d29f8-08ee-4220-8e86-32826ae35f24 · outbound

This paper cites In particular, explanations must align strictly with the formal definitions of categories.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics In particular, explanations must align strictly with the formal definitions of categories

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:07:45.053637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.552399Z digest=sha256:4312b0c7f8ce4d15ea1f789fbc0ff81f66d635d19a08741d647425b5dbb58e94

Observation 00ab0413-065c-4fb6-8485-e83e78cfada7 · outbound

This paper cites To minimize ambiguity, we included both inclusion and exclusion criteria for each label, as well as clarifications for frequently confused categories.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics To minimize ambiguity, we included both inclusion and exclusion criteria for each label, as well as clarifications for frequently confused categories

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:07:45.036457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.556758Z digest=sha256:6b72ec17cea37795cdf05c481aed1ccc263e05cb89fbc4311118f04f10bf2d8d

Observation d95f846f-cec1-4700-8e78-14212227796c · outbound

This paper cites Overlapping categories were allowed, and annotators were asked to assign probability scores across the categories such that they sum to 1.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Overlapping categories were allowed, and annotators were asked to assign probability scores across the categories such that they sum to 1

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:07:45.022202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.561205Z digest=sha256:6d6f0a6fced9ff856f1a11c90c29adf9fbd63108e10df2f24180af459db76ea8

Observation e5e6d512-9a63-4081-a05d-e1ef1dddbf33 · outbound

This paper cites an unresolved cited work.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:07:45.007169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.565614Z digest=sha256:d0ae5f23467c73976c42942f6870fe4bbd6aafcf3c4907a551c430be605e3ee0

Observation 802b053f-0e4c-4dfa-939e-401287d4eabd · outbound

This paper cites Probability distributions over the emotion labels were allowed to reflect emotional ambiguity.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Probability distributions over the emotion labels were allowed to reflect emotional ambiguity

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:07:44.991608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.570283Z digest=sha256:1069d85b80a6e41f746cd574d508008ab567558d62cff4948bcdaedd6e8f54b2

Observation eea7e1a1-72fb-4c28-9529-e34cb9d580ed · outbound

This paper cites Annotator Details and annotator agreement Our annotators and experts comprise postdoctoral researchers and senior Ph.D.

ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Annotator Details and annotator agreement Our annotators and experts comprise postdoctoral researchers and senior Ph.D

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:07:44.977116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:07:44.574383Z digest=sha256:0afb6ee1f870121513932e7b0254dde2afbc2239b4d7c3b236cf9ff38958cfe0

Pith citing papers

No inbound Pith citation observations are available.