Paper Citation Record · LEDGER

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks

As of 22 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2501.07727.

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

pith.paper-citation-record.v1
2501.07727 v2

Coverage vector

measured 50 of 50 reference resolution

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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Source: cited_works

Reference resolution

50 of 50 outbound references displayed

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External citation measurements

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Outbound references

Observation a7f94e48-64b9-4f2f-9786-7db2d93b955f · outbound

This paper cites URL https://huggingface.co/datasets/defunct-datasets/ amazon_us_reviews/tree/main.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks URL https://huggingface.co/datasets/defunct-datasets/ amazon_us_reviews/tree/main

Reference 1

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Observation 5486cbb7-600d-4ee9-b9ee-96e146edc6c3 · outbound

This paper cites Antunes and S.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Antunes and S

Reference 2

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This paper cites Snorkel drybell: A case study in deploying weak supervision at industrial scale.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Snorkel drybell: A case study in deploying weak supervision at industrial scale

Reference 3

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This paper cites SciBERT: A pretrained language model for scientific text.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks SciBERT: A pretrained language model for scientific text

Reference 4

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This paper cites Efficient Intent Detection with Dual Sentence Encoders.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Efficient Intent Detection with Dual Sentence Encoders

Reference 5

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Observation 916620ec-5d44-418f-a5e0-b96ccce6d26c · outbound

This paper cites Legal-bert: The muppets straight out of law school, 2020.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Legal-bert: The muppets straight out of law school, 2020

Reference 6

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Observation d5147991-0e33-497c-bcf9-b0fbfc9570d4 · outbound

This paper cites Lexglue: A benchmark dataset for legal language understanding in english, 2022.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Lexglue: A benchmark dataset for legal language understanding in english, 2022

Reference 7

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Unresolved cited work

Reference 8

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This paper cites Deepl api, 2024.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Deepl api, 2024

Reference 9

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Observation 07ec4f08-ffb6-48f9-b881-ab2a789f3555 · outbound

This paper cites Massive: A 1m-example multilingual natural language understanding dataset with 51 typologically-diverse languages, 2022.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Massive: A 1m-example multilingual natural language understanding dataset with 51 typologically-diverse languages, 2022

Reference 10

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Observation 78e50ce7-59ad-4b32-a2a5-2979c7b097b4 · outbound

This paper cites Ncbi disease corpus dataset, 2023.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Ncbi disease corpus dataset, 2023

Reference 11

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This paper cites Fries, Paroma Varma, Vincent S.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Fries, Paroma Varma, Vincent S

Reference 12

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This paper cites Fu, Mayee F.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Fu, Mayee F

Reference 13

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This paper cites BERT-Base, Chinese.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks BERT-Base, Chinese

Reference 14

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This paper cites Can large language models design accurate label functions?, 2023.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Can large language models design accurate label functions?, 2023

Reference 15

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This paper cites Improved pattern learning for bootstrapped entity extraction.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Improved pattern learning for bootstrapped entity extraction

Reference 16

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This paper cites Automatic acquisition of hyponyms from large text corpora.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Automatic acquisition of hyponyms from large text corpora

Reference 17

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This paper cites Scriptoriumws: A code generation assistant for weak supervision.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Scriptoriumws: A code generation assistant for weak supervision

Reference 18

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators

Reference 19

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This paper cites Learning visual features from large weakly supervised data.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Learning visual features from large weakly supervised data

Reference 20

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Iterative learning for reliable crowdsourc- ing systems

Reference 21

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Nandal, Erin M

Reference 22

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This paper cites Characterizing the impacts of semi- supervised learning for weak supervision.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Characterizing the impacts of semi- supervised learning for weak supervision

Reference 23

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Unresolved cited work

Reference 24

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Johnson, Daniela Sciaky, Chih-Hsuan Wei, Robert Leaman, Allan Peter Davis, Carolyn J

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Claudette: an automated detector of potentially unfair clauses in online terms of service

Reference 26

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 27

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This paper cites Exploring the limits of weakly supervised pretraining.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Exploring the limits of weakly supervised pretraining

Reference 28

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Mintz, Steven Bills, R

Reference 29

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This paper cites Nb-bert-base: A norwegian bert model built on the digital collection at the national library of norway, March 2021.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Nb-bert-base: A norwegian bert model built on the digital collection at the national library of norway, March 2021

Reference 30

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks BERT-Base, Japanese

Reference 31

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This paper cites Robust speech recognition via large-scale weak supervision, 2022.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Robust speech recognition via large-scale weak supervision, 2022

Reference 32

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Unresolved cited work

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Data programming: Cre- ating large training sets, quickly

Reference 34

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Ratner, Stephen H

Reference 35

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This paper cites Overton: A data system for monitoring and improving machine-learned products.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Overton: A data system for monitoring and improving machine-learned products

Reference 36

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This paper cites Autows-bench-101: Benchmarking automated weak supervision with 100 labels, 2023.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Autows-bench-101: Benchmarking automated weak supervision with 100 labels, 2023

Reference 37

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This paper cites Introduction to the conll-2003 shared task: Language-independent named entity recognition.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Introduction to the conll-2003 shared task: Language-independent named entity recognition

Reference 38

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Universalizing weak supervision

Reference 39

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This paper cites Mitigating source bias for fairer weak supervision.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Mitigating source bias for fairer weak supervision

Reference 40

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This paper cites Adaptive ranking-based sample selection for weakly supervised class-imbalanced text classification, 2022.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Adaptive ranking-based sample selection for weakly supervised class-imbalanced text classification, 2022

Reference 41

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This paper cites Uk biobank: an open access resource for identifying the causes of a wide range of complex diseases of middle and old age.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Uk biobank: an open access resource for identifying the causes of a wide range of complex diseases of middle and old age

Reference 42

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Snuba: Automating weak supervision to label training data

Reference 43

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Ontonotes release 5.0

Reference 44

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This paper cites Fine-tuning pre-trained language model with weak supervision: A contrastive-regularized self-training approach.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Fine-tuning pre-trained language model with weak supervision: A contrastive-regularized self-training approach

Reference 45

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This paper cites Wrench: A comprehensive benchmark for weak supervision, 2021.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Wrench: A comprehensive benchmark for weak supervision, 2021

Reference 46

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Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks A Survey on Programmatic Weak Supervision

Reference 47

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This paper cites Walnut: A benchmark on semi-weakly supervised learning for natural language understanding, 2022.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks Walnut: A benchmark on semi-weakly supervised learning for natural language understanding, 2022

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:42:37.594506Z

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This paper cites activat”, “increas.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks activat”, “increas

Reference 49

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Observation cbce8c9b-7bb6-4e4e-b4dd-452c008fa94a · outbound

This paper cites URL https://doi.org/10.1093/database/baz095.

Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks URL https://doi.org/10.1093/database/baz095

Reference 2019

Resolution: verified exact; doi, observed 2026-08-10T20:42:37.299920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.