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Paper Citation Record · LEDGER

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis

As of 15 August 2026, this Paper Citation Record lists 100 of 154 outbound references and 0 inbound Pith citation observations for arXiv:2507.12004.

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

pith.paper-citation-record.v1
2507.12004 v1

Coverage vector

measured 100 of 154 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:03:41.807106Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

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Source: cited_works

Reference resolution

100 of 154 outbound references displayed

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  • verified fuzzy7
  • unresolved91
  • parse uncertain0
  • malformed identifier0
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External citation measurements

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Outbound references

Observation 289356ac-2421-4732-8254-d3823e43ba82 · outbound

This paper cites write newline.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis write newline

Reference 1

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Observation ca331fb5-f7bd-4b18-b72b-57991971cfd8 · outbound

This paper cites S., ``Distributional structure'', Word, Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis S., ``Distributional structure'', Word, Vol

Reference 2

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Observation 59785707-6de3-483e-8a0a-fe41daad9228 · outbound

This paper cites R., ``A synopsis of linguistic theory, 1930-1955'', Studies in linguistic analysis, 1957.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis R., ``A synopsis of linguistic theory, 1930-1955'', Studies in linguistic analysis, 1957

Reference 3

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This paper cites D., Pantel, P., ``From frequency to meaning: Vector space models of semantics'', Journal of artificial intelligence research, Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis D., Pantel, P., ``From frequency to meaning: Vector space models of semantics'', Journal of artificial intelligence research, Vol

Reference 4

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Observation 3b67ecac-5c23-4fec-9305-d606e2ec9ca8 · outbound

This paper cites 160--167.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis 160--167

Reference 5

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 6

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 7

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Observation 38240ac7-5952-4ad1-bd90-0e45f90f4e8f · outbound

This paper cites Scaling Laws for Neural Language Models.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Scaling Laws for Neural Language Models

Reference 8

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This paper cites A., Welbl, J., Clark, A., Hennigan, T., Noland, E., Millican, K., van den Driessche, G., Damoc, B., Guy, A., Osindero, S., Simonyan, K., Elsen, E., Vinyals, O., Rae, J.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis A., Welbl, J., Clark, A., Hennigan, T., Noland, E., Millican, K., van den Driessche, G., Damoc, B., Guy, A., Osindero, S., Simonyan, K., Elsen, E., Vinyals, O., Rae, J

Reference 9

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 10

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This paper cites A Survey on Programmatic Weak Supervision.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis A Survey on Programmatic Weak Supervision

Reference 11

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This paper cites A Comprehensive Overview of Large Language Models.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis A Comprehensive Overview of Large Language Models

Reference 12

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This paper cites A., Introduction to formal language theory.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis A., Introduction to formal language theory

Reference 13

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 14

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis T., Furnas, G

Reference 15

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis K., Foltz, P

Reference 16

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Observation c2fe1d8b-c493-4f3c-a1d4-525966d6a07e · outbound

This paper cites S., Dean, J., ``Distributed representations of words and phrases and their compositionality'', in Advances in neural information processing systems, 2013, str.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis S., Dean, J., ``Distributed representations of words and phrases and their compositionality'', in Advances in neural information processing systems, 2013, str

Reference 17

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Observation 056471fc-8672-4e9b-9904-e5466e1ea079 · outbound

This paper cites D., `` GloVe : Global vectors for word representation'', in Proceedings of the 2014 conference on empirical methods in natural language processing (EMNLP), 2014, str.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis D., `` GloVe : Global vectors for word representation'', in Proceedings of the 2014 conference on empirical methods in natural language processing (EMNLP), 2014, str

Reference 18

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Observation 7b0a5c93-03be-4639-a19e-5c2b6ae0df71 · outbound

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Efficient Estimation of Word Representations in Vector Space

Reference 19

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis F., Della Pietra, V

Reference 20

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis E., Hinton, G

Reference 21

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis technical report, june 1985-march 1986'', California Univ., San Diego, La Jolla (USA)

Reference 22

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 24

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis N., Kaiser, ., Polosukhin, I., ``Attention is all you need'', Advances in neural information processing systems, Vol

Reference 25

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Neural Machine Translation by Jointly Learning to Align and Translate

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This paper cites D., ``Effective approaches to attention-based neural machine translation'', in Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis D., ``Effective approaches to attention-based neural machine translation'', in Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing

Reference 27

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Adam: A Method for Stochastic Optimization

Reference 29

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis A., ``Don ' t stop pretraining: Adapt language models to domains and tasks'', in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

Reference 32

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Minneapolis, Minnesota: Association for Computational Linguistics, Jun

Reference 33

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis V., Manning, C

Reference 34

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

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Observation 9f2ad892-87bb-4714-90b4-f0436ed71e07 · outbound

This paper cites J., ``Exploring the limits of transfer learning with a unified text-to-text transformer'', Journal of machine learning research, Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis J., ``Exploring the limits of transfer learning with a unified text-to-text transformer'', Journal of machine learning research, Vol

Reference 36

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Observation 33089467-9a50-4984-a767-4c01ab186841 · outbound

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

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Observation 2e02956f-3db9-4e8d-a99f-edfeed46a7a1 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis OPT: Open Pre-trained Transformer Language Models

Reference 38

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This paper cites The Llama 3 Herd of Models.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis The Llama 3 Herd of Models

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Observation c75a296b-b8a6-403a-93e6-ab98304ef1a6 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

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Observation 4e891f2e-c1a1-44c4-af3b-9ea31eea95f0 · outbound

This paper cites an unresolved cited work.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 42

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Observation f3925865-4e29-4254-9a27-8bc40bbe30f0 · outbound

This paper cites Florence, Italy: Association for Computational Linguistics, Jul.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Florence, Italy: Association for Computational Linguistics, Jul

Reference 43

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Observation b45528fa-28d0-4b01-aa7f-3be63d48a0cb · outbound

This paper cites Singapore: Association for Computational Linguistics, Dec.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Singapore: Association for Computational Linguistics, Dec

Reference 44

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Observation bf5666e0-cc36-4d43-98ae-e38c0e52e804 · outbound

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 45

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Observation ad4e5843-0ba6-4fb4-a741-7b3c8e57c4ef · outbound

This paper cites Online: Association for Computational Linguistics, Jun.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Online: Association for Computational Linguistics, Jun

Reference 46

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Observation 37d4771b-f0f1-4907-9dae-0b86283a50ab · outbound

This paper cites Dublin, Ireland: Association for Computational Linguistics, May 2022, str.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Dublin, Ireland: Association for Computational Linguistics, May 2022, str

Reference 47

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source=arxiv_source observed=2026-08-06T17:03:37.000391Z digest=sha256:6d2346508b8a7bb2ecb039abb289f4cd5fbdc25b8f251ef5e71b43f049c0bf49

Observation 339c28ef-0538-489f-9bad-ac93527818b8 · outbound

This paper cites FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning

Reference 48

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Observation 7e954676-7388-4dac-bca8-23af43a6bf7b · outbound

This paper cites Robust Learning with Jacobian Regularization.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Robust Learning with Jacobian Regularization

Reference 49

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source=arxiv_source observed=2026-08-06T17:03:37.184201Z digest=sha256:838ea7ab3cf426b634d813f9426312eb27ca9e664643476d254316df38a63888

Observation 4889fd51-7108-403a-8903-1e49bae6c28b · outbound

This paper cites Input Hessian Regularization of Neural Networks.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Input Hessian Regularization of Neural Networks

Reference 50

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source=arxiv_source observed=2026-08-06T17:03:37.273271Z digest=sha256:f17d7fa697fa3994f348b464bb4591d999fb804bd527494e54f84cb231fc2e9a

Observation 21cce319-d17c-42fe-a81e-d86d7aa81da2 · outbound

This paper cites M., Osindero, S., Jaderberg, M., Swirszcz, G., Pascanu, R., ``Sobolev training for neural networks'', Advances in neural information processing systems, Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis M., Osindero, S., Jaderberg, M., Swirszcz, G., Pascanu, R., ``Sobolev training for neural networks'', Advances in neural information processing systems, Vol

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Observation 42bb59e7-cf9c-4a92-b218-2a79031991a1 · outbound

This paper cites R., ``Robust large margin deep neural networks'', IEEE Transactions on Signal Processing, Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis R., ``Robust large margin deep neural networks'', IEEE Transactions on Signal Processing, Vol

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Observation 2c0033fc-e39d-4fdc-9b88-1b57fd7a0d61 · outbound

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 53

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source=arxiv_source observed=2026-08-06T17:03:37.537092Z digest=sha256:07e6da09cfad519bb5ed96193219af6659c0809992bb994f45c76c89ed648c2b

Observation fe9cf606-22df-4612-97b3-36ce8f811d26 · outbound

This paper cites L., Foster, D.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis L., Foster, D

Reference 54

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source=arxiv_source observed=2026-08-06T17:03:37.704254Z digest=sha256:48202bf66989538ed11c3e4461f4cef8a3347b6d8442241e5bf3f445d08e0574

Observation 3ac846cd-9c91-4ac7-8928-39a984652bb1 · outbound

This paper cites Q., ``On calibration of modern neural networks'', in International conference on machine learning.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Q., ``On calibration of modern neural networks'', in International conference on machine learning

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Observation c95add4c-d853-412b-8653-ced0f1c36f15 · outbound

This paper cites W., ``Verification of forecasts expressed in terms of probability'', Monthly weather review, Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis W., ``Verification of forecasts expressed in terms of probability'', Monthly weather review, Vol

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Observation 00054101-eda1-4cb6-bf82-3ebab28d8542 · outbound

This paper cites H., Fienberg, S.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis H., Fienberg, S

Reference 57

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Observation 494f388f-0157-49f1-bd3c-4eb45da74426 · outbound

This paper cites P., Cooper, G., Hauskrecht, M., ``Obtaining well calibrated probabilities using bayesian binning'', in Proceedings of the AAAI conference on artificial intelligence, Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis P., Cooper, G., Hauskrecht, M., ``Obtaining well calibrated probabilities using bayesian binning'', in Proceedings of the AAAI conference on artificial intelligence, Vol

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Observation 77089e80-1c2d-401e-bf13-5a0ded30b81e · outbound

This paper cites et al., Principles of mathematical analysis.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis et al., Principles of mathematical analysis

Reference 59

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Observation f40c09f8-1433-4f94-bfa6-5bb93d6541b9 · outbound

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 60

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Observation a9eba6ee-d4bc-40df-a23e-ba97e7902f8f · outbound

This paper cites Springer Publishing Company, Incorporated, 2014.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Springer Publishing Company, Incorporated, 2014

Reference 61

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source=arxiv_source observed=2026-08-06T17:03:38.414443Z digest=sha256:60de192889652fdfe976010d142e206a0b27e122ed04f287c9eb3eb754ad0883

Observation 4e131cb6-e7e2-4837-9ac2-ee37e183ee6e · outbound

This paper cites 35, 2022, str.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis 35, 2022, str

Reference 62

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source=arxiv_source observed=2026-08-06T17:03:38.514844Z digest=sha256:44a670c9740c9cfef2ad9e5cdefc01ffdff84c54e2f6ad0dcdc4112c3b097e4a

Observation 5265ebf5-e30a-4d3f-adeb-ecf43a483368 · outbound

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 63

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Observation 6756e07c-5172-4800-a057-0f9a3e46f0bf · outbound

This paper cites F., ``A stochastic estimator of the trace of the influence matrix for L aplacian smoothing splines'', Communications in Statistics-Simulation and Computation, Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis F., ``A stochastic estimator of the trace of the influence matrix for L aplacian smoothing splines'', Communications in Statistics-Simulation and Computation, Vol

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Observation b1c2de5a-74f7-43a4-a707-2c35028afaca · outbound

This paper cites 27, 2018, str.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis 27, 2018, str

Reference 65

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Observation 6c96f862-e9f1-4ea6-83d3-cc6c5042b965 · outbound

This paper cites Monographs in Mathematics.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Monographs in Mathematics

Reference 66

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source=arxiv_source observed=2026-08-06T17:03:39.001310Z digest=sha256:9c8b584f1b930456897b4a27a9ece81f689659d6618ef7811a8a9ad1b38e8960

Observation d2fed286-f891-4421-aaf3-8b1e413283e3 · outbound

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 67

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Observation da024c21-af65-46ec-9bbd-3febd99d186b · outbound

This paper cites W., (ur.), Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis W., (ur.), Vol

Reference 68

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Observation 6d466943-be80-4846-81cc-33847d5ff753 · outbound

This paper cites Function space analysis of deep learning representation layers.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Function space analysis of deep learning representation layers

Reference 69

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Observation b899d086-a8a3-44b9-90ab-674a79bd185e · outbound

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 70

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Observation d9527262-dd7f-4c17-845f-c35b94859104 · outbound

This paper cites W., (ur.), Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis W., (ur.), Vol

Reference 71

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Observation 85693401-fd43-4185-9376-afb297f65d18 · outbound

This paper cites 13, 2025, str.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis 13, 2025, str

Reference 72

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source=arxiv_source observed=2026-08-06T17:03:39.539111Z digest=sha256:2b754e0aa43a67bd0503fec7f30c430f99e9ec41923a380fb73c7fda3df4db45

Observation a6420109-dd37-4712-a2ef-848271d9a81e · outbound

This paper cites et al., ``Pytorch: An imperative style, high-performance deep learning library'', Advances in neural information processing systems, Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis et al., ``Pytorch: An imperative style, high-performance deep learning library'', Advances in neural information processing systems, Vol

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Observation 1227609b-3cee-4ea6-b68a-c8963eaf81d9 · outbound

This paper cites Online: Association for Computational Linguistics, Oct.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Online: Association for Computational Linguistics, Oct

Reference 74

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source=arxiv_source observed=2026-08-06T17:03:39.702956Z digest=sha256:47da4110ea6704a0928e760275927d5bee2255bf3f69f66ddba865d11aed0ae2

Observation 80b155a5-bd77-46d0-ba8e-5ca005ee4d88 · outbound

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Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 75

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Observation 29dda6aa-44d6-46f7-b786-920eeec76f62 · outbound

This paper cites Brussels, Belgium: Association for Computational Linguistics, Nov.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Brussels, Belgium: Association for Computational Linguistics, Nov

Reference 76

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source=arxiv_source observed=2026-08-06T17:03:39.844736Z digest=sha256:a08ae43196d8745ed97ee2c782dea8fac05c9bf33eee080f50a387ea47b47f8b

Observation e5738d7e-8ab5-48fb-9184-1b223b400241 · outbound

This paper cites PMLR, 2019, str.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis PMLR, 2019, str

Reference 77

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Observation 056000d2-e4dc-46d7-b78e-310742977901 · outbound

This paper cites L., Daly, R.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis L., Daly, R

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source=arxiv_source observed=2026-08-06T17:03:39.999566Z digest=sha256:f7b9b59dc2c01448032a62fcd3a72918852420444ceb093a933bb89280b9c569

Observation 0091b99c-3f40-4e08-8e32-4cbae3b99a01 · outbound

This paper cites 30, 2017.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis 30, 2017

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source=arxiv_source observed=2026-08-06T17:03:40.074872Z digest=sha256:fe767123dd964a2a39a4b85d7fb810c2b4454cf9219f5d824f5b7a0cc326a6b0

Observation 6feb18e4-55dc-4104-9497-7db424993bd0 · outbound

This paper cites W., Gal, Y., ``Uncertainty estimation using a single deep deterministic neural network'', in International conference on machine learning.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis W., Gal, Y., ``Uncertainty estimation using a single deep deterministic neural network'', in International conference on machine learning

Reference 80

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no resolver link, observed 2026-08-06T17:03:40.139875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:03:40.139875Z digest=sha256:811bf6c805f7894a7bc6f15c9f998f405f8871ab4d7afe00baeb1d2ef8c344d0

Observation 98b04b44-b24e-42d4-8e30-11097c66c4ce · outbound

This paper cites an unresolved cited work.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 81

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no resolver link, observed 2026-08-06T17:03:40.246165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:03:40.246165Z digest=sha256:75d567795d579c79850b2b7f210a6457aff4297009387b85b584e4855105a790

Observation 63b2523a-a4f9-4e41-980c-443e3c63dc99 · outbound

This paper cites M., ``Generalization as search'', Artificial intelligence, Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis M., ``Generalization as search'', Artificial intelligence, Vol

Reference 82

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no resolver link, observed 2026-08-06T17:03:40.324500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:03:40.324500Z digest=sha256:4663f7549daa63b39183ab764ea217696c23772fa4ab05719879d076c86e7e1d

Observation fb803893-0220-4260-83e8-70466cc64031 · outbound

This paper cites S., Shamir, E., Tishby, N., ``Selective sampling using the query by committee algorithm'', Machine learning, Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis S., Shamir, E., Tishby, N., ``Selective sampling using the query by committee algorithm'', Machine learning, Vol

Reference 83

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no resolver link, observed 2026-08-06T17:03:40.363657Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-06T17:03:40.363657Z digest=sha256:53be1e12fcb83619dee0d542d8ab80d59686ffd3207dc60aa195a94c860c9003

Observation a9985cb0-5f1c-41cb-8bff-6f45e548dc10 · outbound

This paper cites 353--360.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis 353--360

Reference 84

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no resolver link, observed 2026-08-06T17:03:40.426567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:03:40.426567Z digest=sha256:93a86522af12d4231f0ccc2b9cf61f9c3fed07e43c44a17b08960eb41534114d

Observation 34e921a2-a0af-4cf6-8ed2-41e541acdb37 · outbound

This paper cites B., ``Optimal aggregation of classifiers in statistical learning'', The Annals of Statistics, Vol.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis B., ``Optimal aggregation of classifiers in statistical learning'', The Annals of Statistics, Vol

Reference 85

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no resolver link, observed 2026-08-06T17:03:40.472250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:03:40.472250Z digest=sha256:58b4931c0df524c2ec574acf36702f39b7be6bbe743160423b9529061ce2d65c

Observation fd71b780-1992-4c06-bcd7-a2b0e570e0be · outbound

This paper cites an unresolved cited work.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 86

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no resolver link, observed 2026-08-06T17:03:40.537130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:03:40.537130Z digest=sha256:16084ab77a3e63373029536da86e178d4d44e3d131c848472554e8283fcbaf3b

Observation fb27ef53-a9a2-4adf-9e0a-8ed007205102 · outbound

This paper cites 147, 2015, str.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis 147, 2015, str

Reference 87

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no resolver link, observed 2026-08-06T17:03:40.602074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:03:40.602074Z digest=sha256:9c8a1fe954745195e0812264fea9aad09b82cfcdfbbb038eb89ac9e7046a5455

Observation 3f6b64b5-d16f-4b44-91cf-9a5f0f1cf7e8 · outbound

This paper cites an unresolved cited work.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 88

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no resolver link, observed 2026-08-06T17:03:40.662236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:03:40.662236Z digest=sha256:3451693bf62410a54d5f959bebcd21829e88c8c88de7b07bd2868746669d95ed

Observation 8a7acaa3-2468-4c76-9af4-482abac8b8ff · outbound

This paper cites Proceedings of Machine Learning Research, Balcan, M.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Proceedings of Machine Learning Research, Balcan, M

Reference 89

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no resolver link, observed 2026-08-06T17:03:40.767383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:03:40.767383Z digest=sha256:bdf4c911e86b46d2d913c8449faf8971d7c82b69d92e424285350e36270a22f4

Observation 0e105da9-830b-42e6-bc11-56f9a09106a9 · outbound

This paper cites Discriminative Active Learning.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Discriminative Active Learning

Reference 90

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no resolver link, observed 2026-08-06T17:03:40.898456Z

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source=arxiv_source observed=2026-08-06T17:03:40.898456Z digest=sha256:6f652d37a5bff51017048d73e8d5050305cb0bc8a417f8d649d8673d0d57f26c

Observation d7c206a0-6f6e-485f-9ce0-092a7d01b31b · outbound

This paper cites an unresolved cited work.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 91

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no resolver link, observed 2026-08-06T17:03:40.995609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:03:40.995609Z digest=sha256:fe91a1f46a5b5975b6d01d20d74ce82e78caa80650491d28a3d7ef20adc9c880

Observation 29898bfc-6cda-4892-95ed-4864e00974f9 · outbound

This paper cites C., Wallace, B.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis C., Wallace, B

Reference 92

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verified fuzzy
raw_fallback, observed 2026-08-06T17:03:56.401357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T17:03:41.095118Z digest=sha256:d1e7c02ffe5e707b53d27baf68c2a2a1985975fcc6e4ed8730d8f215c092469c

Observation a3d4f779-8304-46c2-bbc5-4e1b23643083 · outbound

This paper cites an unresolved cited work.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 93

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unresolved
raw_fallback, observed 2026-08-06T17:03:56.231278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T17:03:41.131876Z digest=sha256:85d03c98c66d97e35862efea78b4a67934089533e426b01fc9baeb2caec7148b

Observation 2780454d-a68c-4516-8882-1f27a01c966b · outbound

This paper cites Boulder, Colorado: Association for Computational Linguistics, Jun.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Boulder, Colorado: Association for Computational Linguistics, Jun

Reference 94

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verified fuzzy
raw_fallback, observed 2026-08-06T17:03:56.012077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T17:03:41.220633Z digest=sha256:2dc587f05e276a604617e046facea11257f1233bede593106b1c578b30c5d046

Observation caba273d-25b7-4a16-b0ce-d0fe48a95e6a · outbound

This paper cites an unresolved cited work.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Unresolved cited work

Reference 95

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unresolved
raw_fallback, observed 2026-08-06T17:03:55.827623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T17:03:41.276525Z digest=sha256:63321abbc0e4749e2b08b3dbb37e8076aee4b066c9753890ee647e05767f1f85

Observation c0dbd269-8080-4cb3-937d-35fa7a6e832a · outbound

This paper cites Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Reference 96

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unresolved
no resolver link, observed 2026-08-06T17:03:41.362392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:03:41.362392Z digest=sha256:e958785d3e00b50ddc39f6ae479539b788820bfabfd05891d4360cd6d02bf594

Observation 1d38c21d-e6f5-4158-8fd4-58ba1147956a · outbound

This paper cites Florence, Italy: Association for Computational Linguistics, Jul.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Florence, Italy: Association for Computational Linguistics, Jul

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:03:55.650577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T17:03:41.432311Z digest=sha256:1c4b3d3cc266df5353139d05041587dc020a73de7a7875b977825fac2bf3b61c

Observation 141c7d80-65ea-43fe-b0f7-45e09e10a5b6 · outbound

This paper cites Hong Kong, China: Association for Computational Linguistics, Nov.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Hong Kong, China: Association for Computational Linguistics, Nov

Reference 98

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verified fuzzy
raw_fallback, observed 2026-08-06T17:03:55.502870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T17:03:41.561659Z digest=sha256:a931eeac0f6be5caccf60d2265bdbde1e2c48702902f908d3a1a6a37cb76e7f2

Observation ea6c3503-2316-4902-9b71-32d030e96bf2 · outbound

This paper cites Online: Association for Computational Linguistics, Nov.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Online: Association for Computational Linguistics, Nov

Reference 99

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verified fuzzy
raw_fallback, observed 2026-08-06T17:03:55.342633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T17:03:41.641903Z digest=sha256:15edd51df171ca5988ad41fe700970f9dc59d16f80e44a8b89ddfe491e816cd0

Observation 5f6f1bfe-1b09-474a-8489-94c0e004c96f · outbound

This paper cites Dublin, Ireland: Association for Computational Linguistics, May 2022, str.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Dublin, Ireland: Association for Computational Linguistics, May 2022, str

Reference 100

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verified fuzzy
raw_fallback, observed 2026-08-06T17:03:55.194059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T17:03:41.730776Z digest=sha256:e40b139bb4c0bf8ec51d753326f7aa46a576c769991c830a6b1fd50732187da8

Observation 13581224-2f19-43b6-a322-8117a8f9c2a9 · outbound

This paper cites Online: Association for Computational Linguistics, Nov.

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis Online: Association for Computational Linguistics, Nov

Reference 101

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verified fuzzy
raw_fallback, observed 2026-08-06T17:03:55.049422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T17:03:41.807106Z digest=sha256:cfdd578ed4325e661e02ada5523b2dbc96fd063484745858e4d2e800e982fb0f

Pith citing papers

No inbound Pith citation observations are available.