Paper Citation Record · LEDGER

A Survey of Early Exit Deep Neural Networks in NLP

As of 11 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 1 inbound Pith citation observation for arXiv:2501.07670.

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

pith.paper-citation-record.v1
2501.07670 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:40:46.401242Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T01:49:57.105358Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

71 of 71 outbound references displayed

verified exact6
verified fuzzy1
unresolved64
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 8569da22-38aa-4071-8256-f2423566a68d · outbound

This paper cites online" 'onlinestring :=.

A Survey of Early Exit Deep Neural Networks in NLP online" 'onlinestring :=

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65bf3244-c9ba-4414-8c15-eba13c29d0eb · outbound

This paper cites write newline.

A Survey of Early Exit Deep Neural Networks in NLP write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.129649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d36ebf8-17b1-4c98-8887-38aee13752c6 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

A Survey of Early Exit Deep Neural Networks in NLP An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.136185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98351e76-4b45-4ec3-b6db-2b9f88d4b689 · outbound

This paper cites BinaryBERT: Pushing the Limit of BERT Quantization.

A Survey of Early Exit Deep Neural Networks in NLP BinaryBERT: Pushing the Limit of BERT Quantization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.140692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3197e18-06c0-405c-a748-a5de51affcbc · outbound

This paper cites SplitEE: Early Exit in Deep Neural Networks with Split Computing.

A Survey of Early Exit Deep Neural Networks in NLP SplitEE: Early Exit in Deep Neural Networks with Split Computing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.145371Z

Source-reported events for the cited work

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Observation 66eb75ea-6995-4b90-bf71-4dfdb4b544ec · outbound

This paper cites CAPEEN: Image Captioning with Early Exits and Knowledge Distillation.

A Survey of Early Exit Deep Neural Networks in NLP CAPEEN: Image Captioning with Early Exits and Knowledge Distillation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.149808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cdb7ac1-9464-4483-8685-a5e226ae444b · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:47.133364Z

Source-reported events for the cited work

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Observation 2ad2259b-f6aa-4a2e-a4f0-8d26cd114eb0 · outbound

This paper cites DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs.

A Survey of Early Exit Deep Neural Networks in NLP DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:40:46.723934Z

Source-reported events for the cited work

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Observation 998cc106-657d-4234-8bcb-68e850c55ed4 · outbound

This paper cites I-SplitEE: Image classification in Split Computing DNNs with Early Exits.

A Survey of Early Exit Deep Neural Networks in NLP I-SplitEE: Image classification in Split Computing DNNs with Early Exits

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:40:46.709285Z

Source-reported events for the cited work

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Observation 8aa0e950-c8a2-41e5-abe9-9f2c1bd5a4e8 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 10

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Source-reported events for the cited work

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Observation 9732b43d-7004-40da-933a-3493a13af5b0 · outbound

This paper cites Controlling Computation versus Quality for Neural Sequence Models.

A Survey of Early Exit Deep Neural Networks in NLP Controlling Computation versus Quality for Neural Sequence Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.170003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c82058d1-2568-4479-acbb-d76104c25aaf · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:47.110117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a7fb05f3-fa95-464c-bc96-206572b80a6b · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:47.098591Z

Source-reported events for the cited work

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Observation 95372b1a-6e1c-4277-8f98-c5dc131c6940 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

A Survey of Early Exit Deep Neural Networks in NLP BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.181630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 829eb60d-3992-4d66-9195-7bb6e8fc0855 · outbound

This paper cites Depth-Adaptive Transformer.

A Survey of Early Exit Deep Neural Networks in NLP Depth-Adaptive Transformer

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.185430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98a0bae7-59f2-43f2-bc4a-6243a67ecee0 · outbound

This paper cites LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding.

A Survey of Early Exit Deep Neural Networks in NLP LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.189495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceaef5c6-74c2-46b4-a15d-bc232534057d · outbound

This paper cites Reducing Transformer Depth on Demand with Structured Dropout.

A Survey of Early Exit Deep Neural Networks in NLP Reducing Transformer Depth on Demand with Structured Dropout

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.193614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc12a7ed-d139-449b-8493-d692723205b4 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:47.087220Z

Source-reported events for the cited work

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Observation b63d0995-ad05-4e0a-b642-d3cb4f7687a4 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cce75d1-4bc0-41ed-9ce6-e3e36e54ec04 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:47.069178Z

Source-reported events for the cited work

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Observation abd980ef-c9c6-48d5-891b-986e5410b4d0 · outbound

This paper cites RomeBERT: Robust Training of Multi-Exit BERT.

A Survey of Early Exit Deep Neural Networks in NLP RomeBERT: Robust Training of Multi-Exit BERT

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.209792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b9b8903-5b56-48e9-8a49-fba4708cc5b2 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:47.057757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 564c18b2-fb33-491c-b061-76eafee29198 · outbound

This paper cites Unsupervised Early Exit in DNNs with Multiple Exits.

A Survey of Early Exit Deep Neural Networks in NLP Unsupervised Early Exit in DNNs with Multiple Exits

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.218730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33e980e8-434d-4c81-99e4-7dadab265923 · outbound

This paper cites COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism.

A Survey of Early Exit Deep Neural Networks in NLP COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:40:46.630132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8d0b1f1e-71f4-4d21-999d-87cfffd4ad1e · outbound

This paper cites Multi-Scale Dense Networks for Resource Efficient Image Classification.

A Survey of Early Exit Deep Neural Networks in NLP Multi-Scale Dense Networks for Resource Efficient Image Classification

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.226898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b13802df-a867-464b-8974-46043e2fad2d · outbound

This paper cites Fast yet Safe: Early-Exiting with Risk Control.

A Survey of Early Exit Deep Neural Networks in NLP Fast yet Safe: Early-Exiting with Risk Control

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:40:46.604193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9746897c-c63f-4ffd-8254-5f3432c40354 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87036177-c3fc-40d2-a3a5-1c907edcaf3e · outbound

This paper cites TinyBERT: Distilling BERT for Natural Language Understanding.

A Survey of Early Exit Deep Neural Networks in NLP TinyBERT: Distilling BERT for Natural Language Understanding

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.238539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d0b86f3-93f2-435c-b17d-ce4575ab8fe5 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:47.040365Z

Source-reported events for the cited work

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Observation fcaa64b6-499a-495d-a62e-d986de94dbcf · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 30

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Source-reported events for the cited work

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Observation ec7c5135-de78-43c2-83e9-edef188020b6 · outbound

This paper cites Selfxit: An unsupervised early exit mechanism for deep neural networks.

A Survey of Early Exit Deep Neural Networks in NLP Selfxit: An unsupervised early exit mechanism for deep neural networks

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:40:47.020915Z

Source-reported events for the cited work

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Observation 21565f64-42ae-489f-988d-b0dc35adfd1a · outbound

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A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:47.010027Z

Source-reported events for the cited work

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Observation 70bc3a97-6e18-493e-b1ba-199a92ce1054 · outbound

This paper cites ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.

A Survey of Early Exit Deep Neural Networks in NLP ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Reference 33

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Observation c4384193-fb88-4d49-9fd7-08651a076bdb · outbound

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A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.999485Z

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Observation 64cc8364-d5c8-459f-aee7-9230d5625bc9 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.989296Z

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Observation c0c94623-e405-4bae-8732-50cbf7de794d · outbound

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A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.978238Z

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Observation 44aa44e9-3aa9-4944-930f-43b1d8afea20 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 37

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Source-reported events for the cited work

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Observation 377a369e-9f64-441a-8f34-01bbf078469e · outbound

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A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.960474Z

Source-reported events for the cited work

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Observation aa8c39f4-4821-4b31-a5e8-fa7a1e200b88 · outbound

This paper cites FastBERT: a Self-distilling BERT with Adaptive Inference Time.

A Survey of Early Exit Deep Neural Networks in NLP FastBERT: a Self-distilling BERT with Adaptive Inference Time

Reference 39

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Source-reported events for the cited work

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Observation 4ad9aa09-2a99-42cb-9080-e43f0b76fae1 · outbound

This paper cites Towards Efficient NLP: A Standard Evaluation and A Strong Baseline.

A Survey of Early Exit Deep Neural Networks in NLP Towards Efficient NLP: A Standard Evaluation and A Strong Baseline

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.282150Z

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Unavailable: canonical work link unavailable.

Observation 962afc2d-6f80-487c-9cd8-3bddfecd7dce · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.949379Z

Source-reported events for the cited work

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Observation 643ba43f-04df-48d0-b5e1-3103ce0d0e3e · outbound

This paper cites An Efficient Inference Framework for Early-exit Large Language Models.

A Survey of Early Exit Deep Neural Networks in NLP An Efficient Inference Framework for Early-exit Large Language Models

Reference 42

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Observation b0438dd4-2ddf-48a9-b670-586016a5d784 · outbound

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A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 43

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Source-reported events for the cited work

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Observation b4dd3de2-b4bc-487f-9950-ed088de5266f · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.931535Z

Source-reported events for the cited work

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Observation a3e76d8a-ec62-45ae-93e6-459f8e927fff · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 45

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e646685-6ce2-434c-88dc-0d3dbc30f1fd · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.305710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 434abdf9-2ca1-4feb-91a6-21eaf17041c3 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.906119Z

Source-reported events for the cited work

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Observation 3538a7aa-b07e-4cba-b8ed-0c1d6ae58492 · outbound

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

A Survey of Early Exit Deep Neural Networks in NLP DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.313146Z

Source-reported events for the cited work

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Observation 095a79ce-6908-4a9e-9bc6-c0255703a486 · outbound

This paper cites A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation.

A Survey of Early Exit Deep Neural Networks in NLP A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.317957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c81c32a7-f604-4e4f-a824-d32db81c693b · outbound

This paper cites Early Exiting with Ensemble Internal Classifiers.

A Survey of Early Exit Deep Neural Networks in NLP Early Exiting with Ensemble Internal Classifiers

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.322221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8e46232-3a4f-4353-accd-d00dbc6e6fb8 · outbound

This paper cites DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models.

A Survey of Early Exit Deep Neural Networks in NLP DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models

Reference 51

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:40:46.517277Z

Source-reported events for the cited work

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Observation d85a88c3-36e5-4230-983b-a737b4099f4c · outbound

This paper cites AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation.

A Survey of Early Exit Deep Neural Networks in NLP AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.330261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f8dff5c-be70-4200-9b00-7609adcb2f48 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.893958Z

Source-reported events for the cited work

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Observation 57db61d5-6ea3-4359-8d12-d77795f209c6 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.338221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc461c5f-8af1-4176-8feb-07d048b558f0 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.876386Z

Source-reported events for the cited work

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Observation c8d2adb5-ae52-46b5-8f8d-97f8fc3efffb · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

A Survey of Early Exit Deep Neural Networks in NLP LLaMA: Open and Efficient Foundation Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.345479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b603b61c-07c2-4cbd-8a3c-78be3724bb0f · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.864755Z

Source-reported events for the cited work

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Observation d04b6133-e3ea-4dd4-8c50-dda2adf48ae4 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.352313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5d64cce-d1f3-481e-a1df-ec48e2ef269d · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.847407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 22773d6d-191c-4185-810d-1598b61bebee · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.359167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53f9176e-7ae3-47b5-9708-333cd23659ef · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.830660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1ee2e5e1-98ca-4a0f-a160-a79b445decd4 · outbound

This paper cites DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference.

A Survey of Early Exit Deep Neural Networks in NLP DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.366418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b670a625-9914-4934-81d7-8aadec583db5 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.817932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6d05c488-4e55-4e13-ae67-c826bc121554 · outbound

This paper cites A Survey on Dynamic Neural Networks for Natural Language Processing.

A Survey of Early Exit Deep Neural Networks in NLP A Survey on Dynamic Neural Networks for Natural Language Processing

Reference 64

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:40:46.466945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 420820c9-2f43-4357-8064-0807d6987c15 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.377205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 391f8be7-67b5-437c-9e97-5b1bb0363d1f · outbound

This paper cites Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding.

A Survey of Early Exit Deep Neural Networks in NLP Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.380797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f1e27d3-cec5-4bed-95c9-6cb8f65752c2 · outbound

This paper cites TernaryBERT: Distillation-aware Ultra-low Bit BERT.

A Survey of Early Exit Deep Neural Networks in NLP TernaryBERT: Distillation-aware Ultra-low Bit BERT

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.384659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 008776e3-1d70-4ea0-919f-9f10bf503d33 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.797932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f92cb5a0-b4a9-440e-9410-95b52627f32a · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.394040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15717e65-310e-4567-a10f-d16e0ab97fc3 · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:40:46.782285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1b85821a-3649-4d3d-a27a-4c9cf0ced32b · outbound

This paper cites an unresolved cited work.

A Survey of Early Exit Deep Neural Networks in NLP Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:46.401242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 9af41f93-e68f-4d34-8c70-3b83e079b032 · inbound

Looped World Models cites this paper.

Looped World Models A Survey of Early Exit Deep Neural Networks in NLP

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-27T01:50:21.210673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.