Pith. sign in

Paper Citation Record · LEDGER

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models

As of 7 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2505.24302.

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

pith.paper-citation-record.v1
2505.24302 v3

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:34:47.301063Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

  • verified exact5
  • verified fuzzy6
  • unresolved51
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b0ca9807-403c-4b7b-a9f0-3c31c2173f74 · outbound

This paper cites LitLLM: A Toolkit for Scientific Literature Review.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models LitLLM: A Toolkit for Scientific Literature Review

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:40.405068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:40.405068Z digest=sha256:ed7c5f7485be48ad9dcfe216a6b5b6207b3a1762eee5820fae95abf07cad5d30

Observation 5698ead3-73c5-424a-b992-4b0da2a2b536 · outbound

This paper cites The transformative impact of large language models on medical writing and publishing: current applications, challenges and future directions.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models The transformative impact of large language models on medical writing and publishing: current applications, challenges and future directions

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:34:49.528679Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T12:34:40.453061Z digest=sha256:880fad534fb297aa7d0a5989644a72733fb35ab6a43477052fc3c80e62e27496

Observation 1af571c4-4ecf-4024-92e9-1e46cd60c0a6 · outbound

This paper cites The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:40.589542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:40.589542Z digest=sha256:991dd1f01dbb74c832e7329017e089da309fdf9241381492ce1d6b4fbd697db1

Observation 08579fc9-818d-40cf-874e-333831b508a1 · outbound

This paper cites Construction of the Literature Graph in Semantic Scholar.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Construction of the Literature Graph in Semantic Scholar

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:40.648943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:40.648943Z digest=sha256:2600ea557183b8b993ea5f7bf2992dcbe53058af1aef929b0d1d020bb3444973

Observation 6fe987e5-1e59-4493-a4de-3f91dbee1005 · outbound

This paper cites OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:40.724069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:40.724069Z digest=sha256:142242ae33a2645ff20b3dc5abf09ecaf0ba1b790519cdd0d95cbd06aa6dc82b

Observation fe2d8252-7acb-444b-9e0d-8f7410aba7c9 · outbound

This paper cites A General Language Assistant as a Laboratory for Alignment.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models A General Language Assistant as a Laboratory for Alignment

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:40.726947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:40.726947Z digest=sha256:b5b74391d086acd2e19a84f71d406778437e20239eba725f1fbd0acd61e3dd17

Observation 14eeb542-b5fb-4ae7-aed5-d4fc95cde74e · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models On the Opportunities and Risks of Foundation Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:40.755255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:40.755255Z digest=sha256:6721b1aa659c151a47987aa8549f425bc724a0e31b5af7c505268bd31e9643f2

Observation 451fb17d-8477-4307-ab02-e2b9fd4b5177 · outbound

This paper cites Language models are few-shot learners.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Language models are few-shot learners

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:40.919610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:40.919610Z digest=sha256:64bb828684ca636bd65bbaa5f31b207979c98a9ef80f149473fcc2688a5b40fd

Observation 2af3dda4-1c6a-46bd-9e80-d039416c20d3 · outbound

This paper cites In Praise of Stubbornness: An Empirical Case for Cognitive-Dissonance Aware Continual Update of Knowledge in LLMs.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models In Praise of Stubbornness: An Empirical Case for Cognitive-Dissonance Aware Continual Update of Knowledge in LLMs

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:34:48.358688Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T12:34:41.026092Z digest=sha256:e9625c38005b6521b02cd66718799ef955c22c24f1c36454f1d75c3426c6a67b

Observation ec733467-5119-4a7a-8e30-d02b168daa9b · outbound

This paper cites Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:41.142022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:41.142022Z digest=sha256:efe2ad725a1347b37038e45e51ceb2bbe457c464f54000eda474e90e0d62e4d3

Observation 196db658-74f8-4ef7-a10e-f4094a857a51 · outbound

This paper cites Counterfactual Fairness through Transforming Data Orthogonal to Bias.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Counterfactual Fairness through Transforming Data Orthogonal to Bias

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:41.341102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:41.341102Z digest=sha256:72ef195bc415d4f86c7a3be327c5d335d41593f32f38bb33bc569000df367e42

Observation 82f90fdf-79a3-44e4-97e2-9837288f1b6a · outbound

This paper cites Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:41.485967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:41.485967Z digest=sha256:4034d2880f3a570cae3e80c853ed2194a8e7de22040508a21f594f4e28b27092

Observation 33f63172-2219-4299-aba4-f4ec96c8b7b4 · outbound

This paper cites The Llama 3 Herd of Models.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models The Llama 3 Herd of Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:41.715643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:41.715643Z digest=sha256:f6ae24e41cf2c1b42128153c0cad2637b150a5ce8404b761aa51dc64d1b7cc87

Observation b1d98348-fe24-457f-a4e2-aa1f31adfa53 · outbound

This paper cites Don't Stop Pretraining: Adapt Language Models to Domains and Tasks.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Don't Stop Pretraining: Adapt Language Models to Domains and Tasks

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:41.888887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:41.888887Z digest=sha256:a1eb5b0eaab23967b48c7e2b5cffcaf336b972efcd617ec26c0f9025138cde8f

Observation 014275d7-96d0-4c4d-a930-4bf57b80ac52 · outbound

This paper cites Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:42.070398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:42.070398Z digest=sha256:17468134721c3451d609030b570a96ab98a9287c1e59d2cdae6b9661856e4f4a

Observation 6a890fdc-9afb-4cb3-bb94-9e04800934bd · outbound

This paper cites Parameter-efficient transfer learning for nlp.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Parameter-efficient transfer learning for nlp

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:42.210197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:42.210197Z digest=sha256:e6df192062c26d7b0f43136085fb0e6fc88325256f72d7f1b5653aadeb527910

Observation 6d9c7f26-83d5-4c4c-a8a1-797a1864f0bd · outbound

This paper cites CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:42.334210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:42.334210Z digest=sha256:177fa2a5c0515e34bae8abec1e97992bb1c55d43a912f428d3fb5569e7618180

Observation 57e339fd-a509-44dc-be53-78fb47ce6c53 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:42.472311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:42.472311Z digest=sha256:d4407afac9fbb2df1d752c9ebcfc6ec05c7c9ef06e5c0a6f9c865759eab29302

Observation bb021e50-dda8-4f41-aad8-80a4112d7456 · outbound

This paper cites Benchmarking large language models as ai research agents.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Benchmarking large language models as ai research agents

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:42.596385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:42.596385Z digest=sha256:314bc37851f856b19c708e326cfbaf22715839a4622564d2340031e86c34d2f1

Observation f8db02cd-18fd-4361-b039-e29ca5a6c997 · outbound

This paper cites Towards Continual Knowledge Learning of Language Models.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Towards Continual Knowledge Learning of Language Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:42.737371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:42.737371Z digest=sha256:c2cd34f415483e1f586c62d693cf2c1fb14a47037109063fff0cb3d6aa768d2e

Observation 84c17ec1-dd91-4b69-80ee-a34df17ff1df · outbound

This paper cites TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:42.863562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:42.863562Z digest=sha256:14c6e82cffbd73f91a049033bc13d9feef285d1d9a51ad6b11b32b786486a7f0

Observation dbc6e30e-b0a1-4d59-a465-b1d7a6da3257 · outbound

This paper cites Discoveryworld: A virtual environment for developing and evaluating automated scientific discovery agents.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Discoveryworld: A virtual environment for developing and evaluating automated scientific discovery agents

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:34:49.346331Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T12:34:43.024027Z digest=sha256:244de5d38364e27a6bbc87f1743e7794edf1953fac8074bc32a70c6851fa115a

Observation fdcd10f1-cb8c-4668-9e9f-2a8ea71f1237 · outbound

This paper cites Learning to Edit: Aligning LLMs with Knowledge Editing.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Learning to Edit: Aligning LLMs with Knowledge Editing

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:43.139791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:43.139791Z digest=sha256:a9c33bce5841a896d7a0d8ded770176cf55e176f7847f7270f79183be5f5934f

Observation 3462e795-43dd-4d48-b994-aca74f7d1f77 · outbound

This paper cites Instruction-tuned Language Models are Better Knowledge Learners.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Instruction-tuned Language Models are Better Knowledge Learners

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:34:48.157970Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T12:34:43.270400Z digest=sha256:9746c4d4819440909700f1f45b592b379509ff0a651dc59a1cc9e4b36397f55c

Observation 74092452-e347-4b08-9a5c-6ba59630de2c · outbound

This paper cites Overcoming catastrophic forgetting in neural networks.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Overcoming catastrophic forgetting in neural networks

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:43.364167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:43.364167Z digest=sha256:4bf25954ebcb644f7208bc97e355495af0ff232709556751acc4a55d16c00bb7

Observation 3bcd6874-0906-422a-87d6-45285f862c6c · outbound

This paper cites an unresolved cited work.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:43.462507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:43.462507Z digest=sha256:264475c4efdba4d18fe85bb56f45a62ccc34aef51c025fabf20e6cfa2a3f7c8c

Observation 5a374711-8891-43b5-b73a-dc40d2c36ce1 · outbound

This paper cites Natural questions: a benchmark for question answering research.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Natural questions: a benchmark for question answering research

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:43.557960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:43.557960Z digest=sha256:d4b0e847c2053ff68cad9dc6d9121e29b9621986e99697c29b65c2b0b0fb8e80

Observation d0d3ff5c-6567-4690-bb24-9f740ed34865 · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:43.624591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:43.624591Z digest=sha256:39f7e7fe2777753e56410267a020805c768a22951b5d6d182b59c5be45390ff0

Observation 2a41eed5-a02d-4c68-ba40-7261c8fedd9a · outbound

This paper cites Memorization vs. Reasoning: Updating LLMs with New Knowledge.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Memorization vs. Reasoning: Updating LLMs with New Knowledge

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:34:48.013722Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T12:34:43.717557Z digest=sha256:1a93d89f9b231b8220aec6ec245097781e12ab74ca1472f67a58d5c67d55cd19

Observation 51446577-532c-4afd-b43e-6c17419c2c48 · outbound

This paper cites Mapping the Increasing Use of LLMs in Scientific Papers.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Mapping the Increasing Use of LLMs in Scientific Papers

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:43.788997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:43.788997Z digest=sha256:d462b11743d48d0ef1d656fa9d83aa72b986303ef356e3dfc23207e9d64cea5e

Observation 0b49b587-96f2-4f1b-a88e-93b2a2dbd0fe · outbound

This paper cites Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:43.877443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:43.877443Z digest=sha256:70a42e7a23495d164173a055ca046ba395a64ba27d3afba405df0e1aff8eac1b

Observation 496d7cfd-03fe-4e65-9dff-11f962fc3063 · outbound

This paper cites Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editing

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:34:47.862614Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T12:34:43.970506Z digest=sha256:fb619e1895e52f3dd95069ec71f9e5345ed68e0b31b380902715d50c27977fb4

Observation 300b8e8c-e123-4087-b4e8-5e4ec4a65d03 · outbound

This paper cites CodeUpdateArena: Benchmarking Knowledge Editing on API Updates.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models CodeUpdateArena: Benchmarking Knowledge Editing on API Updates

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:44.039990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:44.039990Z digest=sha256:864cac6ace11a24cb90a8a606e3fdbe0120b2f55671664ff6415c252d6a40ebb

Observation df2faba1-a1a2-421f-86af-5a3cc5829ed8 · outbound

This paper cites LLM4SR: A Survey on Large Language Models for Scientific Research.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models LLM4SR: A Survey on Large Language Models for Scientific Research

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:44.156701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:44.156701Z digest=sha256:5a4784cd3642c6f675defad5ec6522efdf1903fa4d4239c08ad6e260a6b6edee

Observation ec8ad4e9-bf89-4f47-8c08-95a1c785b4d3 · outbound

This paper cites Locating and editing factual associations in gpt.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Locating and editing factual associations in gpt

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:44.319019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:44.319019Z digest=sha256:799646076e390407a47b0ed30fc7b1998d63e0dcac1e1c8201516157b3159f97

Observation 4c004870-dae1-4b49-a991-814e5f16c9e3 · outbound

This paper cites Mass-Editing Memory in a Transformer.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Mass-Editing Memory in a Transformer

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:44.481317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:44.481317Z digest=sha256:58d0abf7c6b49776396910f720c8931587280672a4b47c5085d09f34b198ea91

Observation 2c6e535a-f0a8-4440-bacf-4cb81afb5e29 · outbound

This paper cites Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:44.635144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:44.635144Z digest=sha256:ba137685c91ada3d242af9d0c8bd2f91f86089fe9afb70039ac82825a2cfc348

Observation a7f9f942-bb97-4510-9e62-a137fe34b942 · outbound

This paper cites ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:44.827005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:44.827005Z digest=sha256:cd57a068dfcc4668bd5bad535eb7fd405ac9c3e5194c243f0ed985e9f8a10643

Observation a65719df-192d-4ebe-a47a-7792132d108c · outbound

This paper cites 2 OLMo 2 Furious.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models 2 OLMo 2 Furious

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:44.956720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:44.956720Z digest=sha256:97066e6519a1721ba49304043ec6376431074b726d865ae067e3eabf64907fed

Observation 5c1d22d4-295d-4166-bb7f-b210273c61df · outbound

This paper cites GPT-4o System Card.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models GPT-4o System Card

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:45.155257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:45.155257Z digest=sha256:10fbc20cb2b26172fd9323b894b0b5f504599629a8d1169860c1ef9ffb9f42fe

Observation fe574821-40f4-460e-a419-773db7d44ac5 · outbound

This paper cites Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:45.282038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:45.282038Z digest=sha256:cee9d10a00806035c2fd29ef8f4a5176785f3bd3e26fb68ad9c111dd796453d6

Observation 40accd10-07c3-4b30-bb75-32666328f9f3 · outbound

This paper cites Note on regression and inheritance in the case of two parents.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Note on regression and inheritance in the case of two parents

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:45.387603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:45.387603Z digest=sha256:1ae1c4154d64d4e472a2c7c0230a9595cf8515f119960535171c79ee2bfdb72e

Observation 5a357ab2-641c-4957-b50f-c21d6e210346 · outbound

This paper cites Measuring and Narrowing the Compositionality Gap in Language Models.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Measuring and Narrowing the Compositionality Gap in Language Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:45.488965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:45.488965Z digest=sha256:55eda3fea95a99342ab34c15b883f73f09b59032517bcf889b11a21c9df293be

Observation 5a58f742-2e7e-40ad-8f96-d8bfae217e80 · outbound

This paper cites Large Language Models are Zero Shot Hypothesis Proposers.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Large Language Models are Zero Shot Hypothesis Proposers

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:45.550701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:45.550701Z digest=sha256:1eeb4a095bc81a9f6610008d88cae97bcc475879e9c9c23778e79768b9ed2e01

Observation 139d91b9-5901-4139-b7e9-154cb95ffcc8 · outbound

This paper cites Learning multiple visual domains with residual adapters.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Learning multiple visual domains with residual adapters

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:34:49.144915Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T12:34:45.616746Z digest=sha256:6c1085264098e5583df9f3a89bb311c3b548e2a431c817d8e23cbe1b2b98847b

Observation 2363ba3a-0e3c-4219-8dca-66c994b9bb14 · outbound

This paper cites REPLUG: Retrieval-Augmented Black-Box Language Models.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models REPLUG: Retrieval-Augmented Black-Box Language Models

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:45.725002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:45.725002Z digest=sha256:21b57606ca104939881e967a23dac97c661d8a9df86d58348580e64572ef3650

Observation 74aa3d56-8285-46a2-a0cd-12b936901070 · outbound

This paper cites Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:45.813541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:45.813541Z digest=sha256:2db767647757e6535a194b4eea7ed2ddeefbed96e2d37a9c896d0ac8e59d0dfb

Observation f0da382f-c326-4c21-a986-4ed9525b57dd · outbound

This paper cites Peters, Abhilasha Ravichander, Kyle Richardson, Zejiang Shen, Emma Strubell, Nishant Subramani, Oyvind Tafjord, Pete Walsh, Luke Zettlemoyer, Noah A.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Peters, Abhilasha Ravichander, Kyle Richardson, Zejiang Shen, Emma Strubell, Nishant Subramani, Oyvind Tafjord, Pete Walsh, Luke Zettlemoyer, Noah A

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:34:48.950145Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T12:34:45.925600Z digest=sha256:604ae208bc2ee593c51465a4d0e2e733ca838a1f50c3b9f72c31969ccff92f1d

Observation 54a4264e-9193-4c0e-b58d-a568a2d0b196 · outbound

This paper cites HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:46.017917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:46.017917Z digest=sha256:f84f5fc90828121413293cfbe0edd9e9b81e22ecaddfe15cdf7a32b03062cdfb

Observation 5c4f5c9c-ad43-4c4d-bc64-aca272a0e0a2 · outbound

This paper cites PaperBench: Evaluating AI's Ability to Replicate AI Research.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:46.106859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:46.106859Z digest=sha256:5876f73c50e092e49f098e8f9b05a703eafbd14ab477f30a13202cf0a992c114

Observation c0fdf07c-38a2-45f9-a5de-ff039de3eba3 · outbound

This paper cites How new data permeates LLM knowledge and how to dilute it.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models How new data permeates LLM knowledge and how to dilute it

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:46.249289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:46.249289Z digest=sha256:12efd7fd98726ae504804f6d32e9b3bdbd43e36adcffef821750457b79e4b276

Observation 100a0145-2db5-492c-9d82-d89160699e27 · outbound

This paper cites CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:46.336003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:46.336003Z digest=sha256:6bc6d476d742391e83f4b6598a67370a36fd0cc22d4d98b3c478dad9847919fe

Observation 1343e7f7-30b6-44ba-ac2f-7879cba3f8c5 · outbound

This paper cites EvoWiki: Evaluating LLMs on Evolving Knowledge.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models EvoWiki: Evaluating LLMs on Evolving Knowledge

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:34:47.526638Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T12:34:46.430631Z digest=sha256:b0228b681f5a2f32591d8a76b11e2a7794f1695aa5210b7e2db22ae6ee19a4fc

Observation bbaa9e0c-75b2-422a-853e-cc132d8f0cce · outbound

This paper cites Fact or Fiction: Verifying Scientific Claims.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Fact or Fiction: Verifying Scientific Claims

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:46.532466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:46.532466Z digest=sha256:4ce6b14b1a2dd657e10d69e4eabc7a4934a6b4a8b1134c89f38e338cff848e07

Observation 3aae06aa-26f6-44d0-9f67-ab196e49a73d · outbound

This paper cites LeKUBE: A Legal Knowledge Update BEnchmark.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models LeKUBE: A Legal Knowledge Update BEnchmark

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:46.621268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:46.621268Z digest=sha256:42b17a85a3b3387159c918e4f8148ade6b5ab07d60c54bc9e16ddc4486ef8eb5

Observation b2ac4a12-be54-4340-8cf3-052c0a070aa6 · outbound

This paper cites Wise: Rethinking the knowledge memory for lifelong model editing of large language models.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Wise: Rethinking the knowledge memory for lifelong model editing of large language models

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:34:48.774399Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T12:34:46.711221Z digest=sha256:44b6a26f68018cf206d1cdfa3a3237490c5528acaf53863355e6bd26c32ba9bd

Observation 3e30548e-8e4d-4251-9f4c-35caa9012c9b · outbound

This paper cites Knowledge editing for large language models: A survey.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Knowledge editing for large language models: A survey

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:46.796431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:46.796431Z digest=sha256:b89be97fbcaa6248c844267cc8885308efed006fe0e308dadaab1de331f618be

Observation 47996341-bd01-492f-988f-b231d1716990 · outbound

This paper cites Resolving Knowledge Conflicts in Large Language Models.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Resolving Knowledge Conflicts in Large Language Models

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:46.883869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:46.883869Z digest=sha256:4bc7b1100360244dd05972cad5526542756912a425724dea8b65343d1694f2e6

Observation 75084370-da86-49ff-b774-f636c5f92245 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Finetuned Language Models Are Zero-Shot Learners

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:47.002351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:47.002351Z digest=sha256:f0086fbe64c4b657f29b489ea94b6a3cf8229399e8f58d3f0879387d3ea07b18

Observation 2752ad23-67ca-4fb1-a7ba-871f48702c8b · outbound

This paper cites History matters: Temporal knowl- edge editing in large language model.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models History matters: Temporal knowl- edge editing in large language model

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:34:48.576515Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T12:34:47.068684Z digest=sha256:8d5280b387fa17bab7fec05a121f2e543c27735e1fe34c0acec84aeb4910cf38

Observation 2eda62ef-ca00-4906-8c41-462cf5558c99 · outbound

This paper cites Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:47.151145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:47.151145Z digest=sha256:b39f8171d0fd2eecc8c2ad3d54feb54261435ac9aaadcd13cdb59b38d419f2fd

Observation d636335c-91b7-49f6-9b7e-b9e4f9bb7466 · outbound

This paper cites A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T12:34:47.226927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:47.226927Z digest=sha256:ff652bf5e3e02cebbccc8a6971ee0b0692cf7a32d35687d46d00d4c7d7ff2b93

Observation 66d4955f-c91e-4f39-95ee-e0fce3552632 · outbound

This paper cites Set the Clock: Temporal Alignment of Pretrained Language Models.

ScienceMeter: Tracking Scientific Knowledge Updates in Language Models Set the Clock: Temporal Alignment of Pretrained Language Models

Reference 63

Resolution
malformed identifier
no resolver link, observed 2026-08-07T12:34:47.301063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:34:47.301063Z digest=sha256:9ef1c34eee3abec0d0d69f43523db2a2303170c0755476bb0b195560260f82ce

Pith citing papers

No inbound Pith citation observations are available.