Pith. sign in

Paper Citation Record · LEDGER

KnowCoder-V2: Deep Knowledge Analysis

As of 18 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2506.06881.

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

pith.paper-citation-record.v1
2506.06881 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:51:44.623109Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T10:06:51.657386Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T03:26:28.808938Z

Reference resolution

48 of 48 outbound references displayed

  • verified exact9
  • verified fuzzy13
  • unresolved22
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb0c6188-d7c4-4205-90d4-00a1b8e797da · outbound

This paper cites GPT-4 Technical Report.

KnowCoder-V2: Deep Knowledge Analysis GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.487392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.487392Z digest=sha256:3889c044aeba36234945e42d3fd00ae5cb889f1c007aba6b7fcdbee8d3044dce

Observation 315cf5f3-1eb3-46c5-ada9-aca2c864a949 · outbound

This paper cites IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus.

KnowCoder-V2: Deep Knowledge Analysis IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:51:44.969830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.506301Z digest=sha256:54617ff2bb2d6184720d77c57e9ecde4504fb0b609a2e2a66ac9ce4a24a4e23f

Observation c532402f-7083-4cc6-bc65-4c0079cc31dc · outbound

This paper cites Retrieval-Augmented Code Generation for Universal Information Extraction.

KnowCoder-V2: Deep Knowledge Analysis Retrieval-Augmented Code Generation for Universal Information Extraction

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.509211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.509211Z digest=sha256:7de9f8cdb2b80b0713e55123dbba8a49b0ebc2bf0f6b7f8768423c213c5044d2

Observation 0e3b4be4-44eb-4f12-889c-641842ce4870 · outbound

This paper cites SemEval-2010 task 8: Multi-way classification of semantic relations between pairs of nominals.

KnowCoder-V2: Deep Knowledge Analysis SemEval-2010 task 8: Multi-way classification of semantic relations between pairs of nominals

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.076815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.517826Z digest=sha256:ea2083d251445d06f694f104882e83a9dec81d1cca8b08d26a2f07b2226be272

Observation 55f68615-5ce4-4589-ad2d-11515d98dc49 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

KnowCoder-V2: Deep Knowledge Analysis LoRA: Low-Rank Adaptation of Large Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.520375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.520375Z digest=sha256:c413a3aac53e9e4eca2c4a86089e43a9ec20aee94cf3321dd19b7f521687b1e5

Observation a76b3e8d-7e45-4f3d-ab85-16e3acd471dd · outbound

This paper cites Qwen2.5-Coder Technical Report.

KnowCoder-V2: Deep Knowledge Analysis Qwen2.5-Coder Technical Report

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.523404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.523404Z digest=sha256:6e7c5d05bce184499d2025ce90486cdef21b13a93ada3ecb2fc3d3a15e2596d9

Observation 6e3ef2ed-2f52-439f-a127-3c58d4eaf6d8 · outbound

This paper cites CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors.

KnowCoder-V2: Deep Knowledge Analysis CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.534144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.534144Z digest=sha256:9e4470d06c5dd04e46c27dca2617719e31028b249916d6818a53478143039d49

Observation 6ccaec12-7dd2-4cc9-9c08-5085a0e1e62d · outbound

This paper cites URL https://doi.org/10.1007/ 978-3-030-60457-8_44.

KnowCoder-V2: Deep Knowledge Analysis URL https://doi.org/10.1007/ 978-3-030-60457-8_44

Reference 18

Resolution
verified exact
doi, observed 2026-08-07T05:51:44.668964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.536865Z digest=sha256:e964ddab23542062840a7927a58c50b0cb7f15a488e7d66a6413d9beb37e2310

Observation 6b3dd8d0-0b47-41cd-b1a9-da8d036474c6 · outbound

This paper cites Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction.

KnowCoder-V2: Deep Knowledge Analysis Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:51:44.876809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.539397Z digest=sha256:fef847820701cfcf3baf29c96dbab1a1a7fb4b04ca6d76760a83aa0cfe792271

Observation c9a7e413-0f3f-4016-8e19-09d35bae32c1 · outbound

This paper cites TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks.

KnowCoder-V2: Deep Knowledge Analysis TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:51:44.856672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.547681Z digest=sha256:d5147cde4fdfbdeaee80c48b903cc9a2c30779084d1409462b91685253c6aa10

Observation 593fe212-29d6-429c-ad83-5d9dd2880f61 · outbound

This paper cites Cross-lingual name tagging and linking for 282 languages.

KnowCoder-V2: Deep Knowledge Analysis Cross-lingual name tagging and linking for 282 languages

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.054325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.550327Z digest=sha256:aeac17afe631718b07f382cd076cb434e940f0493af598f9542059065c10f7d6

Observation 26b7af90-bd3c-4524-b2d6-d1969801bd6c · outbound

This paper cites URL https: //doi.org/10.1093/bioinformatics/btt580.

KnowCoder-V2: Deep Knowledge Analysis URL https: //doi.org/10.1093/bioinformatics/btt580

Reference 25

Resolution
verified exact
doi, observed 2026-08-07T05:51:44.656936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.555623Z digest=sha256:55e24350f2a50b2babe2ac13690d667543e7bf3d672f80b6f0d87529631374ac

Observation 457fb35d-a63b-4d4f-b06f-9e20b19ffdff · outbound

This paper cites GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction.

KnowCoder-V2: Deep Knowledge Analysis GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.561225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.561225Z digest=sha256:21dc678d0a1fc47872aa0860cfe414aa2001030c9cca4344170c77e0e9746524

Observation 455b8e63-cf30-49b1-bd93-3405b5d78615 · outbound

This paper cites Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy.

KnowCoder-V2: Deep Knowledge Analysis Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Reference 29

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:51:44.566363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.566363Z digest=sha256:452d83ef11beb155bf798dbbe6089b727b87d5d459473687c433b3ba7789eef1

Observation 22c00424-4ccf-4ab3-b3cc-6383cf34e55b · outbound

This paper cites Taxoexpan: Self-supervised taxonomy expansion with position-enhanced graph neural network.

KnowCoder-V2: Deep Knowledge Analysis Taxoexpan: Self-supervised taxonomy expansion with position-enhanced graph neural network

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.031302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.569029Z digest=sha256:d9b30421bd8799bc1d55f25926da5cbcdc6ea6c15acf39dd8a6b236face74119

Observation f4b538d1-c9e0-40c9-855b-b1c82e2109c5 · outbound

This paper cites A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion.

KnowCoder-V2: Deep Knowledge Analysis A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.571421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.571421Z digest=sha256:968e0dd86ae40fc9f4ef962c9f32755e444b9bb9fc54b4a18ced0886ebf9e5ca

Observation 6f500e14-2809-4a4b-b745-f0c382f3e9b3 · outbound

This paper cites TIARA: Multi-grained retrieval for robust question answering over large knowledge base.

KnowCoder-V2: Deep Knowledge Analysis TIARA: Multi-grained retrieval for robust question answering over large knowledge base

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.023892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.574069Z digest=sha256:740e810b4cc88ff08f5b07f594a5d03c6c8d531969051d80396a02ad360e6563

Observation be6ce546-0910-4ae6-817b-dd3c16ac75ab · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

KnowCoder-V2: Deep Knowledge Analysis R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.581064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.581064Z digest=sha256:84cdf34ba82752cfbef1d7442b883234aab7a5ac23a926776858d1ea6de5b732

Observation 769f80a4-e86c-4c76-9a52-65a9faf2723b · outbound

This paper cites Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph.

KnowCoder-V2: Deep Knowledge Analysis Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.583843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.583843Z digest=sha256:0b67f049be2e4d76aec82a8291261082d5a3f2dbf3c6ca4433dc11f5e529a1e4

Observation eebf5d93-2b14-4edc-bb95-5fcfe24cdbe2 · outbound

This paper cites Low-resource taxonomy enrichment with pretrained language models.

KnowCoder-V2: Deep Knowledge Analysis Low-resource taxonomy enrichment with pretrained language models

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.016413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.587241Z digest=sha256:cab7156b764165f0fbd2e62c3dafe5a69f048f32e2a1721741f5d9bf683e3a94

Observation c12c3be3-109f-41cc-b9d1-86695fbce5ea · outbound

This paper cites MultiNERD: A multilingual, multi-genre and fine-grained dataset for named entity recognition (and disambiguation).

KnowCoder-V2: Deep Knowledge Analysis MultiNERD: A multilingual, multi-genre and fine-grained dataset for named entity recognition (and disambiguation)

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.008789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.589976Z digest=sha256:870c3f89724b498b899c77b94ddd2e0c7c0113ce11cb87d82170357d3985e668

Observation 320eaef5-0c9c-48fd-9fbb-c377fad428d7 · outbound

This paper cites doi: 10.18653/v1/2022.findings-naacl.60.

KnowCoder-V2: Deep Knowledge Analysis doi: 10.18653/v1/2022.findings-naacl.60

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.592488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.592488Z digest=sha256:eb97eb6eaa2533a9572e15dbf26b678687de868214567ae028190cf8306b91ed

Observation e9719b6d-13bb-421e-819f-89f82ce3fe56 · outbound

This paper cites Keheng Wang, Feiyu Duan, Sirui Wang, Peiguang Li, Yunsen Xian, Chuantao Yin, Wenge Rong, and Zhang Xiong.

KnowCoder-V2: Deep Knowledge Analysis Keheng Wang, Feiyu Duan, Sirui Wang, Peiguang Li, Yunsen Xian, Chuantao Yin, Wenge Rong, and Zhang Xiong

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.001193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.595130Z digest=sha256:65a556755f00fc73cd0db998f2554d51d1924c8f762443b19fe72d67fe53ac1a

Observation 64a7b9ff-bc03-4b08-9b6d-617672ccb013 · outbound

This paper cites InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction.

KnowCoder-V2: Deep Knowledge Analysis InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.597516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.597516Z digest=sha256:ced4c7844112a80ce2d7db9900888fa40f8fc722fc7799079ea324e0a13401be

Observation 70839aca-992e-4385-9314-7b704fbed7ac · outbound

This paper cites Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools.

KnowCoder-V2: Deep Knowledge Analysis Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.600364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.600364Z digest=sha256:32f7ec39c4dd7e2f6aef3f127c83cd56cd0d0d1ff183f19ba58f1dddbe127ede

Observation ec16668e-cfd0-44bb-93db-049e8c759e42 · outbound

This paper cites YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information Extraction.

KnowCoder-V2: Deep Knowledge Analysis YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information Extraction

Reference 42

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T05:51:44.795866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.603381Z digest=sha256:df75bbc3c742fef54eb5f318019185e440f33ae4fbe28704015c913ffc0c7c24

Observation b774cf3b-e030-4265-861f-6a57f388a78d · outbound

This paper cites Activerag: Autonomously knowledge assimilation and accommodation through retrieval-augmented agents.

KnowCoder-V2: Deep Knowledge Analysis Activerag: Autonomously knowledge assimilation and accommodation through retrieval-augmented agents

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.606619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.606619Z digest=sha256:7ed61c4db9ef009ff4b8c0076b26d65bb473a1207819daedc663c89f0998acc7

Observation 076adc00-0b91-422b-9c24-34f0a4e99ed1 · outbound

This paper cites Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition.

KnowCoder-V2: Deep Knowledge Analysis Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition

Reference 44

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T05:51:44.724383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.609624Z digest=sha256:5ecdaa539c25e0f8b22429bc8e6d33aa40f663d8587971011f7f374d268267c0

Observation 1300fe2c-bf3c-4d01-a10d-59536710299f · outbound

This paper cites CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts.

KnowCoder-V2: Deep Knowledge Analysis CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:51:44.713900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.612935Z digest=sha256:955ab3a6f4072895b5acafe8ba27c00cdaf5ef60658c7f541220add37b98cbe8

Observation d8c47e31-7a9e-49eb-99f9-bee5bf55c6ec · outbound

This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.

KnowCoder-V2: Deep Knowledge Analysis LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.618098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.618098Z digest=sha256:d5491d7f353d348c58ec508f55fef6f09e39b28586084511f0433f57ed602ad0

Observation 3fa90cc2-cd24-4734-bcc3-011173e020ee · outbound

This paper cites UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition.

KnowCoder-V2: Deep Knowledge Analysis UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.620590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.620590Z digest=sha256:0a8c513737b43cc8605167fd78310e32c9fcdaff44c17733a349d3ba220c62a9

Observation 42bd2144-8a56-4824-8f8c-7babebccf2fd · outbound

This paper cites KnowCoder-X: Boosting Multilingual Information Extraction via Code.

KnowCoder-V2: Deep Knowledge Analysis KnowCoder-X: Boosting Multilingual Information Extraction via Code

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:51:44.690929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.623109Z digest=sha256:6a8b78ea565918525c183f60c788136e08d67d543a9e320cb097bef16158f717

Observation c0718924-c16b-4441-9bae-5bd0f922bd54 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

KnowCoder-V2: Deep Knowledge Analysis From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 1996

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.500453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.500453Z digest=sha256:e06b0aebfbfca3fe877cf3e450d6836380353cb9c18d6316d2fba8e4108caa39

Observation e38b5ace-7fa6-4b75-94f3-9bcff3f2c44a · outbound

This paper cites Taneeya Satyapanich, Francis Ferraro, and Tim Finin.

KnowCoder-V2: Deep Knowledge Analysis Taneeya Satyapanich, Francis Ferraro, and Tim Finin

Reference 2003

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.039280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.563896Z digest=sha256:e7847c73b18515b3ac5675ec7616105eb16680b84627437f839722909184a925

Observation 094e0459-053c-4aa1-abf3-1c0d966d6b82 · outbound

This paper cites Jiao Li, Yueping Sun, Robin J.

KnowCoder-V2: Deep Knowledge Analysis Jiao Li, Yueping Sun, Robin J

Reference 2006

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.061346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.531249Z digest=sha256:9335c11051d0d26cf2d75ccc782d447d5202836676a83543c35d8ff3d71cf39d

Observation 13496c23-1f6b-4d5f-856b-fbef60e4f631 · outbound

This paper cites A linear programming formulation for global inference in natural language tasks.

KnowCoder-V2: Deep Knowledge Analysis A linear programming formulation for global inference in natural language tasks

Reference 2010

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.046579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.558595Z digest=sha256:4e8973436b8517348b1cf4803c6eea31402af5e10bd57c0abe92111e364900e1

Observation 17bb5af0-6123-4cd5-894a-6b1913543e75 · outbound

This paper cites doi: https://doi.org/10.1016/j.jbi.2012.04.008.

KnowCoder-V2: Deep Knowledge Analysis doi: https://doi.org/10.1016/j.jbi.2012.04.008

Reference 2012

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.512388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.512388Z digest=sha256:18fa6aafedf015570092be99ab69ed921645a84875b7bdd355ac4155a9f5587f

Observation 79ca3590-f58a-42c6-849b-69f4ce85b3cb · outbound

This paper cites Semeval-2016 task 13: Taxonomy extraction evaluation (texeval-2).

KnowCoder-V2: Deep Knowledge Analysis Semeval-2016 task 13: Taxonomy extraction evaluation (texeval-2)

Reference 2014

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.091020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.494448Z digest=sha256:f0b470554b19173975b3a5adb43862c49da3c1a9ad72f1a72b946eab66dd4aa2

Observation cef7b018-a2f2-4068-b8cd-8264e4ea4e1a · outbound

This paper cites ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.

KnowCoder-V2: Deep Knowledge Analysis ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.497156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.497156Z digest=sha256:5f7c0521a6c6d7f79768355ae5da1712a7b03f71e53c8b474c21e4e664bc9039

Observation 7ebefbbc-40fb-45c8-97a1-bd7b433fbc4a · outbound

This paper cites doi: 10.18653/v1/P17-1178.

KnowCoder-V2: Deep Knowledge Analysis doi: 10.18653/v1/P17-1178

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.552805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.552805Z digest=sha256:ad557a7cd1cffa1f975b5a292abfc7f61cec2122def7e66162167245932ace98

Observation 91aa35d0-1ea2-40a0-abc0-b5a332bd96eb · outbound

This paper cites doi: 10.18653/v1/P18-1144.

KnowCoder-V2: Deep Knowledge Analysis doi: 10.18653/v1/P18-1144

Reference 2018

Resolution
verified exact
doi, observed 2026-08-07T05:51:44.644314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.615777Z digest=sha256:0125f802db1fe4a46ddc4326b1a2218404fe4a89f46cb0dec97de58be966bd42

Observation 4f9b0aea-c002-416a-98e4-3fad04a7d4c4 · outbound

This paper cites GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling.

KnowCoder-V2: Deep Knowledge Analysis GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling

Reference 2019

Resolution
malformed identifier
local_arxiv, observed 2026-08-07T05:51:44.866862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.544784Z digest=sha256:9109792e91730836724634ab4ab949c8ce5378ad6e2c6c06b062f9f0ab9344ca

Observation f9781dd4-615d-4388-b0ca-383cdf4d360b · outbound

This paper cites URL https://doi.org/10.1007/978-3-030-68763-2_48.

KnowCoder-V2: Deep Knowledge Analysis URL https://doi.org/10.1007/978-3-030-68763-2_48

Reference 2020

Resolution
verified exact
doi, observed 2026-08-07T05:51:44.676264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.528816Z digest=sha256:9855efb7bb10c804262640c5fadcdd44e663465da5d2fccae05a893daafb38e6

Observation 986907cd-7f63-41c0-954f-8759bc8311c4 · outbound

This paper cites URL https://doi.org/10.1145/3437963.3441753.

KnowCoder-V2: Deep Knowledge Analysis URL https://doi.org/10.1145/3437963.3441753

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.515301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.515301Z digest=sha256:7439ac976a1850d4480d99bb08a6626b45d757fbccfefa36342d66b52e7c91a4

Observation 0e5d96e6-a28c-48d6-96ca-1cc37c6329e2 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

KnowCoder-V2: Deep Knowledge Analysis Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.577266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.577266Z digest=sha256:111e0a36947478ac428e7ede2bf1609f83e4f77feb81eddcf3aa41274aebfcc3

Observation 3aad6f24-78c8-4080-8997-51e693ff2fff · outbound

This paper cites Open Deep Search: Democratizing Search with Open-source Reasoning Agents.

KnowCoder-V2: Deep Knowledge Analysis Open Deep Search: Democratizing Search with Open-source Reasoning Agents

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T05:51:44.491056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:51:44.491056Z digest=sha256:3a40ff4c39dbf4ba562835b013ce20d9ecd252289098b9d7983d2556bc235d59

Observation a6ee8efc-f24c-470e-9687-6ccc80562386 · outbound

This paper cites Simcse: Simple contrastive learning of sentence embeddings.

KnowCoder-V2: Deep Knowledge Analysis Simcse: Simple contrastive learning of sentence embeddings

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.083719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.503496Z digest=sha256:271ff5fde09a78499eab54d5aac79850c7d53c34aad31b0a93e6f99653a2cf51

Observation c88f98df-c5e7-4273-bbb8-0c308687c5ab · outbound

This paper cites Biomedical named entity recognition at scale.

KnowCoder-V2: Deep Knowledge Analysis Biomedical named entity recognition at scale

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:51:45.068673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T05:51:44.526263Z digest=sha256:363caa4b40caf2bb2407c1fa54073569ea7b471c41926f0439036a121965ad86

Pith citing papers

Observation f3b398df-a767-4f8c-a6b5-569e7e308e52 · inbound

Code-on-Graph: Iterative Programmatic Reasoning via Large Language Models on Knowledge Graphs cites this paper.

Code-on-Graph: Iterative Programmatic Reasoning via Large Language Models on Knowledge Graphs KnowCoder-V2: Deep Knowledge Analysis

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-07-02T03:26:28.810560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-06-28T10:06:51.657386Z digest=sha256:f27593eb13d5535e0ce00203cea44ce5684429cff722c75ac9ad67c1f43d0ebe