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Paper Citation Record · LEDGER

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL

As of 13 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 6 inbound Pith citation observations for arXiv:2501.12372.

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

pith.paper-citation-record.v1
2501.12372 v6

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:17:24.487851Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:54:50.270903Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T06:36:24.227542Z

Reference resolution

48 of 48 outbound references displayed

  • verified exact1
  • verified fuzzy4
  • unresolved43
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 48cf5688-f460-4446-8287-c8e32bbb5cbf · outbound

This paper cites https://www.sqlite.org/index.html Accessed: October 15, 2024.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL https://www.sqlite.org/index.html Accessed: October 15, 2024

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:17:25.467873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T17:17:24.267690Z digest=sha256:74f86e0a5cb47c88ef4d331b100bdbec9b403218db927600a41c3844a4552c80

Observation 858391d9-1d03-4630-999b-ee16cad3a35f · outbound

This paper cites Chan, Biao Zhang, Aleksandra Faust, and Hugo Larochelle.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Chan, Biao Zhang, Aleksandra Faust, and Hugo Larochelle

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:17:25.450147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T17:17:24.273300Z digest=sha256:87573c6a11fc313943a32b703517915ddb5eaf4fea92538dceffd79c07c71995

Observation ce01ba7c-3fb2-4098-b985-ff403accfe14 · outbound

This paper cites Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.277903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.277903Z digest=sha256:0294e3eba8c35f531840c5b8dc508fde5458136405eee03fff619c9dd7bb0142

Observation 3a353f98-861e-428c-ac88-f4d3c19890b4 · outbound

This paper cites LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.282861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.282861Z digest=sha256:b09b317c1847bcea7fc27960d0205bb829b8b213ab6c306b11794081908495e1

Observation 1680d345-356b-493e-8be9-76b6f6ba1031 · outbound

This paper cites E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.287577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.287577Z digest=sha256:973a12d87eff4df703e7eaf83685129b0aa52cbfd8bf2174b0a503d259ebfeed

Observation c644b0a7-4c4a-447b-b0e4-156ef8c626aa · outbound

This paper cites BEAVER: An Enterprise Benchmark for Text-to-SQL.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL BEAVER: An Enterprise Benchmark for Text-to-SQL

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.292357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.292357Z digest=sha256:453ab63ea9874faed88aaad37ef02d958a659323e5e070a54b240aa35f48da29

Observation d1925156-4f8b-4568-a3bc-b2de98554dfa · outbound

This paper cites Blar-SQL: Faster, Stronger, Smaller NL2SQL.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Blar-SQL: Faster, Stronger, Smaller NL2SQL

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-10T17:17:25.149833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T17:17:24.297767Z digest=sha256:a5294274ff3657238a061127e3ee91bcdfcb42ae41a0d2f68638c20a0abaa712

Observation dfd99363-a4a1-454f-a356-992da0a5d443 · outbound

This paper cites C3: Zero-shot Text-to-SQL with ChatGPT.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL C3: Zero-shot Text-to-SQL with ChatGPT

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.303142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.303142Z digest=sha256:326c0f2a0d6cb0e6145b5e945963936503bf56a3c02a0c5687e3bed952173bb3

Observation b2cea317-22c2-4e6b-bed8-a65995bbcce1 · outbound

This paper cites Venkatesh Emani, Vivek Pandit, Victor Shnayder, Wenjing Wang, and Carlo Curino.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Venkatesh Emani, Vivek Pandit, Victor Shnayder, Wenjing Wang, and Carlo Curino

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:17:25.434877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T17:17:24.307980Z digest=sha256:3ec1af4293cb16dc77ba3342c62321a3a5b10a8efa42865a6f00fd4df78beb9a

Observation 10ddcaf8-4a3e-4565-a95f-402a4c2756ae · outbound

This paper cites Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.312493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.312493Z digest=sha256:fe5386a21e43bc4e442e3b72ee6b87482ce73e3b92460aa978f57471a5f484ae

Observation 1064ae20-bb92-4c61-b25a-5bacbe731dbe · outbound

This paper cites A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.317247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.317247Z digest=sha256:e23a9ad37b52150be35db0e05c7b9189ca672f67a1c7b3fd7457afd79b81318b

Observation 977273cc-36bf-4a28-9deb-b47836c3f56a · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:17:25.419005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T17:17:24.321745Z digest=sha256:081ed917087ff1a6a14623dcf3b97ac7b1cf0c4ca6533f53f5a2aeca44b405d3

Observation 8e552919-7485-4b0c-a4fe-ce459a303e5d · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:17:25.403167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T17:17:24.325766Z digest=sha256:d115ccdd626fda4eed9a8f7b30c213b2fea23126df93964e29e955ae88c7072a

Observation 82deae32-ce2b-4432-b909-97966c0cd094 · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.329892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.329892Z digest=sha256:237af067698c916750583fd4e9500726d0015c9eaa0f50d47b1ad5271e171ebb

Observation 049803ca-0786-4da2-8e31-56c9d06f3513 · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.334205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.334205Z digest=sha256:05ac1becffe07da9f53d21659086c17230cbea56dbda8530ab37e8ec131fef9d

Observation b57e59fa-b71a-4e82-9dfb-fd8652cd469a · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:17:25.386900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T17:17:24.338315Z digest=sha256:1371778e67fefccd2ab23ae9d97c998c8569b39b23b5dacb9fb2e2caa99798a5

Observation 23b6c786-6cd2-442f-8605-7dbdf6307f41 · outbound

This paper cites MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.342681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.342681Z digest=sha256:5a38be2baee40481817971429b47b0ff17ac1d301ae26dcafd94a8991ed55bf3

Observation 2b5eb39a-54be-470c-bc63-a0b1ac79bcfd · outbound

This paper cites Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.347036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.347036Z digest=sha256:66e65d0e0fc2f7ce284100450bc89554b0e0e91d6f5469e448e791f8167e61a7

Observation 4e223bb3-1700-40b9-81fe-826e8a31df23 · outbound

This paper cites Gecko: Versatile Text Embeddings Distilled from Large Language Models.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Gecko: Versatile Text Embeddings Distilled from Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.351972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.351972Z digest=sha256:0a97d14420f169789649322b0a63ba7a68cbdd54a4e78fc5b629f1626d056075

Observation 8d4c2dbb-63c8-46dd-bc9a-770c178e5d35 · outbound

This paper cites The Dawn of Natural Language to SQL: Are We Fully Ready?.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL The Dawn of Natural Language to SQL: Are We Fully Ready?

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.356670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.356670Z digest=sha256:c03e848e4f65543fb422671245d925d22f169c71751239feced5842ae93cfb27

Observation 4e6b25d5-1f78-43ce-9af6-2a534e308b70 · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.361495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.361495Z digest=sha256:5f4bc5928ff054dcd34851395b53be4b9740e0305bec4298436e8b2bfa23ebda

Observation 9a11f271-de78-49d5-9d9b-a3bae26372dc · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.365952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.365952Z digest=sha256:8f9038b515480dfbd05a81f4012811069fe5da8a4df875050921a91d324ab34d

Observation 75da7f12-48f2-4b94-a342-431c5a697afb · outbound

This paper cites Long-context LLMs Struggle with Long In-context Learning.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Long-context LLMs Struggle with Long In-context Learning

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.370261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.370261Z digest=sha256:43e85084b2b7d8bab5019c97fbb27b165be5edf4e7e71d4115b548c89c6346c1

Observation 8548431e-c2c8-48a7-aa63-00e4bd172307 · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.375015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.375015Z digest=sha256:ed13424d2f27b44c0fc36859d4831320fba3258fe541e336388096a9f0ae660b

Observation d9636552-dc0d-4f6c-8bec-4582f89b2ccc · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.380030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.380030Z digest=sha256:03621b400a35d8df5970477838d218e15b621f5239684421be35f473849554ac

Observation 286a682c-a212-48d3-8504-19e4984a9b3b · outbound

This paper cites Divide and Prompt: Chain of Thought Prompting for Text-to-SQL.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Divide and Prompt: Chain of Thought Prompting for Text-to-SQL

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.384837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.384837Z digest=sha256:e3066af9051399087b438fe8f6d56244982efa407471f6d183303adabdc905d5

Observation 38650f94-e54f-4109-a43d-f03035e84b92 · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.390368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.390368Z digest=sha256:3e4e3976da91148d4013bf1db493c24f314caf7e9bd7eacb3b7035090b90d1c4

Observation 26b4a3fb-92c8-478a-a2b6-855f966d75ff · outbound

This paper cites Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.399807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.399807Z digest=sha256:5bc45265df9496d6488474e47f28cb1f0b82270824f6c8a3726a199c66b269bc

Observation 69351f05-458c-4667-b576-f63b4423e660 · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.404350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.404350Z digest=sha256:df3f506216ae9d605aa0f7bc7d551f863a2b20691ce46bc3b83676edf3b136aa

Observation 73e5bfc0-271f-40c1-9bb6-51c9ce7f66c3 · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:17:25.314961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T17:17:24.413388Z digest=sha256:1223756cd6db66db79c9a0159a01ca9c682ab8ae27f9a289fa167ddf06a26b61

Observation 14a55a15-088a-4829-9c49-03da881c621c · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.417974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.417974Z digest=sha256:4be5664770c8a5f0d6ee6f3b5551406c92aa77b336785f280af2571a570e6b7e

Observation c148ff58-34b8-4e6a-962c-a85c3ae0a740 · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:17:25.297768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T17:17:24.422747Z digest=sha256:12e79f591ff3fe60ef36793c670361185e71b6b0cab757fa35fce86b4206da85

Observation 2c5e1c71-6151-4a51-8ea7-7c23a6c6b349 · outbound

This paper cites Exploring Chain-of-Thought Style Prompting for Text-to-SQL.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Exploring Chain-of-Thought Style Prompting for Text-to-SQL

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.427270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.427270Z digest=sha256:85d3f648adeb026521a887369f580948b54c362938c7d04063de2eba16bed224

Observation ef7e229b-697c-44f6-9a79-e15e19c36e40 · outbound

This paper cites CHESS: Contextual Harnessing for Efficient SQL Synthesis.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL CHESS: Contextual Harnessing for Efficient SQL Synthesis

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.431896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.431896Z digest=sha256:8253c2adc00a22e832fbabc628b8ae80c14e7b956b67ab13f02c3dd4439ea46c

Observation 96cb9e28-0dd7-4a6c-985a-aa92e021d52d · outbound

This paper cites MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.436530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.436530Z digest=sha256:e354690000500a82382e3a259086ee06db396ec6c96c84cd872334cfad3ae5ef

Observation 70a21589-a9fa-4b09-a956-6d5684f13060 · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T17:17:24.440955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:17:24.440955Z digest=sha256:2f3ba1e8c73024f0f3798b73ff5d8ddeae91005a62ba9c120bcc9bf34f473204

Observation 4b4fbf2c-1ce9-457e-a0c9-0fa489f8cdc5 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 37

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source=pdf_text observed=2026-08-10T17:17:24.445282Z digest=sha256:5646067a8e997b0104e8c2944cf8fb4ea3fe39ccc49aab806287bfc0648927fd

Observation 60f7ee92-716b-4834-a80e-23894ade840f · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 38

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no resolver link, observed 2026-08-10T17:17:24.449730Z

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source=pdf_text observed=2026-08-10T17:17:24.449730Z digest=sha256:e51168e681feb396cbd125ecddf56b823d7a28fb48139775271be98ea4377180

Observation 2b39ada1-cff9-4b39-8bfe-85eb0125cb59 · outbound

This paper cites TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data

Reference 39

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source=pdf_text observed=2026-08-10T17:17:24.454320Z digest=sha256:01eccc64e4359a532934cbc72d55ab54770e86ffcc0dd802ce9c9b5b2915529d

Observation 6505a172-e2f2-453e-b89b-afbae54e7ed6 · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 40

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unresolved
raw_fallback, observed 2026-08-10T17:17:25.269543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T17:17:24.458835Z digest=sha256:60f2348af51250cb40676e80019c49786536faa63ab584e69ad805bdbcd5e5ad

Observation 825eeb9f-e722-4099-b4e1-93edc773e1bb · outbound

This paper cites Large Language Models Meet NL2Code: A Survey.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Large Language Models Meet NL2Code: A Survey

Reference 41

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source=pdf_text observed=2026-08-10T17:17:24.463330Z digest=sha256:ea60340b5c6ab8d18dfcbcd7dcb0b14f828749fc13abc7344d7a55ef22c79166

Observation 27c2a304-1bc1-4d3b-955f-d6dcd773751e · outbound

This paper cites Xing, Hao Zhang, Joseph E.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Xing, Hao Zhang, Joseph E

Reference 42

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verified fuzzy
raw_fallback, observed 2026-08-10T17:17:25.253205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T17:17:24.468445Z digest=sha256:0bb7a270d780cde971a167a7e7bc440d3e4d43f4788c112c4b400e939bd76143

Observation 6fad8fb4-bb06-49ea-83be-ebc9108c684e · outbound

This paper cites Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning

Reference 43

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no resolver link, observed 2026-08-10T17:17:24.473106Z

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source=pdf_text observed=2026-08-10T17:17:24.473106Z digest=sha256:cb9461d04458c1dd18a405496fe0a91c63e6d2d13913df4720cd7199c5fe1e95

Observation 79c83b19-a7a7-4f60-9096-0784ec2eb331 · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 44

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source=pdf_text observed=2026-08-10T17:17:24.477688Z digest=sha256:01b39fc8908186868a5c3c4a6849b99833686e61b289bc8ca3ffd3eb14452793

Observation fada079c-6b66-4ce7-8f9f-1901dc4a580c · outbound

This paper cites an unresolved cited work.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL Unresolved cited work

Reference 45

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unresolved
raw_fallback, observed 2026-08-10T17:17:25.237295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T17:17:24.482986Z digest=sha256:42892e5b8b208054da4302d8f6ae75f83042623859cb4437797fca23653b6824

Observation 70dcbf4a-becb-4a35-8263-1c28cab9a920 · outbound

This paper cites DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models

Reference 48

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source=pdf_text observed=2026-08-10T17:17:24.487851Z digest=sha256:5a4dbda33b64fb9b3d0467ab58e1a3931189421c685c16a7a483e40257e08ebd

Observation 6af1af3a-8800-4c82-9d94-b2d0be6e50d1 · outbound

This paper cites The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL The Death of Schema Linking? Text-to-SQL in the Age of Well-Reasoned Language Models

Reference 2024

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source=pdf_text observed=2026-08-10T17:17:24.395053Z digest=sha256:1b29793203bca3577e030c61a74ef53def2d923aa603725a4f13c312863c364b

Observation c029861b-992b-4ef2-9a12-7b9da48ee0d4 · outbound

This paper cites InThe Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025.

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL InThe Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025

Reference 2025

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source=pdf_text observed=2026-08-10T17:17:24.408836Z digest=sha256:41366bea6d63b572ef1f099d6d01ea51f14504f8002e9a5b4fc1b49876504f75

Pith citing papers

Observation 6122cc15-79be-4723-ab46-763bae050afa · inbound

Effectiveness of Prompt Optimization in NL2SQL Systems cites this paper.

Effectiveness of Prompt Optimization in NL2SQL Systems Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL

Reference 2025

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no resolver link, observed 2026-08-07T13:54:50.270903Z

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source=pdf_text observed=2026-08-07T13:54:50.270903Z digest=sha256:8b5cc1103774506bf94240dde02c5d6f09be79bf72dcc1c10e609529af1b052b

Observation 810f1821-6310-4e7f-93ef-0ccc4e718ae1 · inbound

How Many Instructions Can LLMs Follow at Once? cites this paper.

How Many Instructions Can LLMs Follow at Once? Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL

Reference 6

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no resolver link, observed 2026-08-06T17:13:46.345163Z

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source=arxiv_source observed=2026-08-06T17:13:46.345163Z digest=sha256:4e85e68934de1bc2f908e47e1a9c910ffeadd59eccd733bf694040ab8b64f5a0

Observation bf4fb5de-b08a-4ddc-be76-cf00b7a3cef1 · inbound

An Agentic Approach to Metadata Reasoning cites this paper.

An Agentic Approach to Metadata Reasoning Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL

Reference 7

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arxiv_id, observed 2026-05-09T23:29:43.782706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-09T23:29:31.029111Z digest=sha256:6da6d61dcb11faea286cadccca5886d65149d53ec9c4ddf6a7a6c6cd359f16a8

Observation d789328a-66ee-4769-912c-5bc2dcb8ad88 · inbound

Extending Confidence-Based Text2Cypher with Grammar and Schema Aware Filtering cites this paper.

Extending Confidence-Based Text2Cypher with Grammar and Schema Aware Filtering Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL

Reference 15

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verified exact
arxiv_id, observed 2026-05-12T05:41:24.166574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-12T05:05:39.928278Z digest=sha256:52d0234cf214cb55d3b0ed67bb0c91d85267e311d03b5878930f1ae0e0af4241

Observation 334e5939-598b-4cf8-974a-1d2dea3b91cb · inbound

Toward Multi-Database Query Reasoning for Text2Cypher cites this paper.

Toward Multi-Database Query Reasoning for Text2Cypher Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL

Reference 8

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verified exact
arxiv_id, observed 2026-05-12T06:36:24.232335Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-12T04:10:01.880423Z digest=sha256:2398df473ab7bddd17b37d9ec1c6010f301243dcf63828db4e2284e4960e20cf

Observation 8c5c4a60-1208-4bab-b33e-fce2aa6f0690 · inbound

VineLM: Trie-Based Fine-Grained Control for Agentic Workflows cites this paper.

VineLM: Trie-Based Fine-Grained Control for Agentic Workflows Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL

Reference 13

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source=pdf_text observed=2026-07-12T23:56:22.405561Z digest=sha256:30c13c859a4f51bb0d8007b75482a7c5c71077e7f180d0b13c46e04a357b341d