Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T11:35:30.096281Z
Paper Citation Record · LEDGER
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning
As of 8 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 2 inbound Pith citation observations for arXiv:2502.07912.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:50:42.592074Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T17:02:40.627354Z
Reference resolution
46 of 46 outbound references displayed
- verified exact3
- verified fuzzy1
- unresolved42
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 34aa9ba2-d841-4833-820f-2ecffcfbfe9d · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:29.954789Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32f1cfde-4a35-4da6-b52f-d66b0ea36324 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.507713Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e073cd78-47dd-4297-b102-7fcc072c80ed · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.498870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4639fb97-d8b2-4d44-8350-1c7994881ee7 · outbound
This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:29.965420Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 292f6f00-91ac-4ae3-9840-3b830b5e1b04 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:29.969181Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49987291-b2f0-4505-a1df-780b4c41becc · outbound
This paper cites LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented Generation.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented Generation
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-08-08T11:35:30.211637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 55dae611-69e7-4f1f-9e60-b2150ecb5770 · outbound
This paper cites Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Chatlaw: A Multi-Agent Legal Assistant based on a Role-Aligned Mixture-of-Experts Architecture
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:29.976276Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84db19f1-99c7-4bb5-ba6c-499740f687b3 · outbound
This paper cites Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:29.979644Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a4b33ac-38dd-43ac-8732-8d3386596f00 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.484584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7d1e20e9-fd2c-4c6e-a578-e5a954251f29 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.475168Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f91765d1-33d4-4351-b150-e93b4d1d7b01 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.465844Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 82952282-22f9-445d-80a0-7de9dcecc809 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.456410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c413abc3-840d-4071-b3a7-2b9688a6fb68 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:29.994819Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a702e98a-9a6a-4764-9881-a493a36123c4 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.441358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 89394f23-2f61-4914-8a80-d601c56e89eb · outbound
This paper cites Explaining Question Answering Models through Text Generation.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Explaining Question Answering Models through Text Generation
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-08-08T11:35:30.183065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6ddcd9aa-fbec-42d2-ab4a-d63fc90430ee · outbound
This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:30.003972Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66c76c80-b827-4d1e-840c-4210301f92a5 · outbound
This paper cites Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:30.006717Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2762be48-a2f9-420d-a284-0f25a64a18de · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:30.009817Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e95fc217-cc23-4b3e-9890-f705c2e2e7e0 · outbound
This paper cites RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-08-08T11:35:30.161979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2e465e58-2c4e-4d3f-8e7e-8243fda1b9d8 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.421404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 178162f5-dc8b-4aa5-8dfa-bc5b5a29e0dc · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.412342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ad064e2f-6ce9-4493-be22-e5b72af1e0c5 · outbound
This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:30.022018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edd9d0c8-33f9-4867-a6f0-24960b3262e1 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.403502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cf81682d-f5ae-498d-9d1e-5124780ef10b · outbound
This paper cites Generation-Augmented Retrieval for Open-domain Question Answering.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Generation-Augmented Retrieval for Open-domain Question Answering
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:30.028286Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a7794e0-79f1-463b-87cd-94f65046976d · outbound
This paper cites Zhang, Hui Chia, Kabir Manandhar Shrestha, Rohit Kumar Gupta, Saket Khandelwal, Jeannie Paterson, Timothy Baldwin, and Daniel Beck.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Zhang, Hui Chia, Kabir Manandhar Shrestha, Rohit Kumar Gupta, Saket Khandelwal, Jeannie Paterson, Timothy Baldwin, and Daniel Beck
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T11:35:30.394437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ee56818c-94c6-480f-88d1-45a9c0a9498c · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.385305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b3f8c900-6cec-46a3-b06d-55f68229aeb9 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.375641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 41c41b6e-d7a7-4eff-9bc7-afc366a7dea1 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.366427Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 004b7b8d-b699-4740-a0c6-011c1f6f5f3a · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.356375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 56c2d00b-45ba-4bd4-b88e-868fc8ec5768 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.347370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3c79f16b-d7c4-42b1-b11a-0a51ac0928ad · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.338068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7a1bf721-c047-456a-ac42-b5de79d4b235 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.328937Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3c0b2840-9db9-4277-b72e-64852fd0528d · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.318419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4996e8bc-4c49-4015-ba57-48caaf7475d9 · outbound
This paper cites Retrieval Augmented Generation for Domain-specific Question Answering.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Retrieval Augmented Generation for Domain-specific Question Answering
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:30.058879Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecabdb3a-5e17-41c6-8f0d-a2e2724ccbe2 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:30.061828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fdba507-bf01-464a-b1df-d8da475a82dd · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.303852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e6911d22-6766-4d2f-97fe-5ad5ee2e3361 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.294006Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 91fe6e90-551f-4229-8348-d772dd45d652 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.284748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5c6842e3-29d3-4bae-9feb-36e7a3f8c845 · outbound
This paper cites CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:30.074525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 743dbec5-e46e-4aac-a113-8621cede6d2a · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.275043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bef1e4af-7ecf-4444-89d8-c5bd1aadaf16 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.265411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c67d419a-96f3-4105-a51e-5686a587b6a1 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.256152Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d8d3c3f3-8d29-430b-aa27-ccaeb829c284 · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:30.086563Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0df0cdb0-735c-4f79-94e8-0ae2c4c8b89c · outbound
This paper cites an unresolved cited work.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T11:35:30.241341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation af6c60cc-cce7-432d-98be-9a745bdf9d13 · outbound
This paper cites online" 'onlinestring :=.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning online" 'onlinestring :=
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:30.092749Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 833c924b-a6a6-4f88-904e-6f8b7372f52a · outbound
This paper cites write newline.
Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning write newline
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T11:35:30.096281Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 0965b5d2-0802-4647-b0ef-953c06063cda · inbound
DIGMAPPER: A Modular System for Automated Geologic Map Digitization cites this paper.
DIGMAPPER: A Modular System for Automated Geologic Map Digitization Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:50:42.592074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10b6a9c4-ccde-4063-9e79-928f6cb74fa4 · inbound
Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains cites this paper.
Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning
Reference 51
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T17:02:40.635280Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.