Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors | Paper Citation Record

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Aho and Jeffrey D

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Chandra and Dexter C

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Scalable training of

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Tetreault , title =

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =

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This paper cites Prompt Compression for Large Language Models: A Survey.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Prompt Compression for Large Language Models: A Survey

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Thirty-seventh Conference on Neural Information Processing Systems , year=

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This paper cites Adapting Language Models to Compress Contexts.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Adapting Language Models to Compress Contexts

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors The Twelfth International Conference on Learning Representations , year=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 500x C ompressor: Generalized Prompt Compression for Large Language Models

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Unresolved cited work

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This paper cites Compressing Context to Enhance Inference Efficiency of Large Language Models.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Compressing Context to Enhance Inference Efficiency of Large Language Models

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors LLML ingua: Compressing Prompts for Accelerated Inference of Large Language Models

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors L ong LLML ingua: Accelerating and Enhancing LLM s in Long Context Scenarios via Prompt Compression

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors LLML ingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Discrete prompt compression with reinforcement learning

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Learning to Compress Prompt in Natural Language Formats

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2024 , url=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2025 , eprint=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Parse trees guided LLM prompt compression

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2002 , publisher=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2015 , publisher=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors and Nivre, Joakim and Zeman, Daniel

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Rhetorical Structure Theory: Toward a functional theory of text organization

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors IBM Journal of research and development , volume=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Journal of the ACM (JACM) , volume=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Summarization beyond sentence extraction: A probabilistic approach to sentence compression , journal =

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Dependency Tree Based Sentence Compression

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors The Bell system technical journal , volume=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2016 , publisher=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors , title =

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors The P enn D iscourse T ree B ank 2.0

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2014 , publisher=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors The Twelfth International Conference on Learning Representations , year=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors The Twelfth International Conference on Learning Representations , year=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Promptbreeder: self-referential self-improvement via prompt evolution , year =

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2025 , eprint=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Retrieval-Augmented Generation for Knowledge-Intensive

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors and Lin, Kevin and Hewitt, John and Paranjape, Ashwin and Bevilacqua, Michele and Petroni, Fabio and Liang, Percy

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Large language models can be easily distracted by irrelevant context , year =

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors The Thirteenth International Conference on Learning Representations , year=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 1994 , publisher=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2025 , publisher =

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2015 , eprint=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Journal of computing and information technology , volume=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 1989 , publisher=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Linguistics and Philosophy , volume=

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2020 , doi =

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors and Gardner, Matt

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors H otpot QA : A Dataset for Diverse, Explainable Multi-hop Question Answering

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors L ong B ench: A Bilingual, Multitask Benchmark for Long Context Understanding

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.334177Z

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Observation 5b25b880-66ec-44d4-9214-476a80e1b1f1 · outbound

This paper cites NLTK : The Natural Language Toolkit.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors NLTK : The Natural Language Toolkit

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.338677Z

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Observation f29a0724-88f7-480f-a72a-37b002bc327d · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors W ord N et: A Lexical Database for E nglish

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.342794Z

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2019 , institution=

Reference 60

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Observation c535cb8f-479f-40c2-84f5-69b9f34bda53 · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2023 , eprint=

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.351406Z

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Observation 270fbc1b-d793-476a-83f2-4dd158474815 · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Unsupervised Cross-lingual Representation Learning at Scale

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.355543Z

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2024 , eprint=

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.359598Z

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors G lob E nc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.364572Z

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Observation cddd192e-b9db-4f01-8f27-e0be947ef29f · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2020 , eprint=

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.370669Z

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Observation 571c8c69-d31b-42a1-a2f7-7b7c91b8de1b · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2025 , eprint=

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.378349Z

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Observation e35f2e68-7bdb-4344-8301-742358232886 · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2024 , eprint=

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.385227Z

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Observation 770b353d-a154-4c58-b36b-69cb830df467 · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2025 , eprint=

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.391856Z

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Observation ff80092d-e2de-4f61-ae02-9d8cfdadaa1c · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2026 , note =

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.398872Z

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Observation f3ced1e9-d1c5-43f5-8883-a0a929d5c5cc · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2026 , note =

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.405961Z

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Observation 94c4bcef-aa46-4db3-9dec-3aed8f044ccb · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors The Thirty-eighth Annual Conference on Neural Information Processing Systems , year=

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.413109Z

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Observation 760a1bdc-1491-41d6-80d4-dc2adf2ab12e · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Prompt Compression based on Key-Information Density , journal =

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.420853Z

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Observation 1ef4adc4-dd21-4d7d-b56a-9bd7699f9896 · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Understanding and Improving Information Preservation in Prompt Compression for LLM s

Reference 73

Resolution: verified exact; doi, observed 2026-08-01T02:51:42.552125Z

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Observation 6c18845b-b15d-48bb-9247-baddc67d8efc · outbound

This paper cites , title =.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors , title =

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.438802Z

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Observation ce2dbe8d-02b3-4a0d-b218-8ba54a8ddb24 · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors ICLR 2025 Workshop on Building Trust in Language Models and Applications , year=

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.445910Z

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Observation 736052e3-2bfb-48f2-b188-312727a531c1 · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Prompt Compression in the Wild: Measuring Latency, Rate Adherence, and Quality for Faster LLM Inference , year =

Reference 76

Resolution: verified exact; doi, observed 2026-08-01T02:51:42.368028Z

Source-reported events for the cited work

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Observation b6358242-8f62-4d5d-b6c0-c714afd54048 · outbound

This paper cites 2026 , eprint=.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors 2026 , eprint=

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.461178Z

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Observation 8da15079-7811-4dd3-9f1c-20ff8149c46b · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Unresolved cited work

Reference 78

Resolution: verified exact; doi, observed 2026-08-01T02:51:42.225560Z

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Observation 9bd215c3-5c44-4e1e-b9f7-6572ac69ab11 · outbound

This paper cites Sentence Compression with Semantic Role Constraints.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors Sentence Compression with Semantic Role Constraints

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.477620Z

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Observation b1b6df61-5694-4969-8a69-3c1154a7d3f7 · outbound

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Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression

Reference 80

Resolution: verified exact; doi, observed 2026-08-01T02:51:42.103659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eb1f3764-6637-4c4b-ae2f-dddba64fd545 · outbound

This paper cites A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.494644Z

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Observation 01c27835-1f18-4008-8852-1deb000bd209 · outbound

This paper cites NewsWeeder : Learning to Filter Netnews.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors NewsWeeder : Learning to Filter Netnews

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.505782Z

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Observation 6efea530-e47d-4a5b-a4af-20e324333a20 · outbound

This paper cites ProCut : LLM Prompt Compression via Attribution Estimation.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors ProCut : LLM Prompt Compression via Attribution Estimation

Reference 83

Resolution: verified exact; doi, observed 2026-08-01T02:51:41.902740Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 54661051-dd12-4985-a7a6-47141924cb3b · outbound

This paper cites LLaMEA : A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors LLaMEA : A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.527568Z

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Observation 6a62d568-177f-48b0-8826-c7a249934d77 · outbound

This paper cites LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search.

Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-01T02:48:11.538014Z

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