Paper Citation Record · LEDGER

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks

As of 18 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 2 inbound Pith citation observations for arXiv:2507.18932.

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

pith.paper-citation-record.v1
2507.18932 v2

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:09:00.350560Z

measured 50 of 50 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T06:51:46.136032Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T06:55:10.784851Z

Reference resolution

48 of 48 outbound references displayed

verified exact2
verified fuzzy0
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3f28458c-1e4a-4226-9a8a-a852680aa800 · outbound

This paper cites Enhancing Retrieval for ESGLLM via ESG-CID -- A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Enhancing Retrieval for ESGLLM via ESG-CID -- A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:09:00.639349Z

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.

Observation 76b080d2-7003-419c-b989-69fee98a4fe7 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.939857Z

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.

Observation 27e8c5f9-f613-43c2-bf8f-a85a1a9173f1 · outbound

This paper cites Qwen Technical Report.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Qwen Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.156801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af106d1d-e020-46de-9fca-f11e2308624f · outbound

This paper cites PaliGemma: A versatile 3B VLM for transfer.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks PaliGemma: A versatile 3B VLM for transfer

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.161284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43205411-ff95-4fb5-94d3-da3bfa88c3a9 · outbound

This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.165562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a2deb44-7da3-4136-bb36-97aebbb60ef7 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.170313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d6de4d5-6b71-4a70-861e-1f7184fd526a · outbound

This paper cites LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.174451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb5a5209-8dbc-4620-8aa1-90e64b9c4f6c · outbound

This paper cites InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.178325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0dfb273-8e0d-4aef-a681-62ed17645974 · outbound

This paper cites The Faiss library.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks The Faiss library

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.182980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86dbad95-de08-46f7-8db8-bc610463d8f9 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.921423Z

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.

Observation 1aee8376-1775-438d-9310-48e6b6b90542 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.910060Z

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.

Observation 4d23ed95-b5ca-4dbd-87dc-3720bad3dcf1 · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.197135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57f39df4-64f2-4b68-bd7b-ea2218841e3a · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.897757Z

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.

Observation a923e9b6-dbad-4af3-bc89-af1c885d751f · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.885501Z

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.

Observation 9af72045-c36d-4599-bb9f-f595b5029fa2 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.208676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 077439bd-3c20-4ed3-82ce-4e47b1fbe0ec · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 16

Resolution: verified exact; raw_fallback, observed 2026-08-15T18:09:00.552901Z

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.

Observation 4e025579-4810-49ef-9bc9-3eabd4f635af · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.854373Z

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.

Observation 2fe0b7d7-7c3b-4131-bca6-505d750812a0 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.842135Z

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.

Observation b8cdae3b-7142-438c-ba01-b3b8618a5742 · outbound

This paper cites FinanceBench: A New Benchmark for Financial Question Answering.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks FinanceBench: A New Benchmark for Financial Question Answering

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.231260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0e7c4db-8171-4111-b24b-5353fffd7406 · outbound

This paper cites Mistral 7B.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Mistral 7B

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.235619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46b2b5cf-38d6-4023-b98d-591af37e3f6a · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.239374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b994930-51f8-4a45-b667-babe683176ee · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.823770Z

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.

Observation 12b5aade-5c1f-470b-8ac0-6a1548f526c5 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.812345Z

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.

Observation 5edf2eeb-2234-4677-8616-b6f9744964be · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.252337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7fa396f-c49d-4c42-b790-93eba8526881 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.800872Z

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.

Observation 8621fcdb-2da3-4814-99be-1e0218fb305d · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.788389Z

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.

Observation ecec18c3-026c-4c76-8988-b2514656e5a4 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.264813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b078048a-af98-4560-abfb-7fdadbba3c24 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.268297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d73fc74-dc44-42c2-8386-341048e91899 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.272308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7014cfe5-1572-433e-8312-d90d4f792b65 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.756791Z

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.

Observation bc319dc8-7a73-4a35-83d6-2ed32f1031a6 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.746032Z

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.

Observation 1ab0ad29-bdeb-411b-b987-bdd23757cb82 · outbound

This paper cites TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.284325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47d0f5c3-4528-4be7-a984-aaa31a466966 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.734148Z

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.

Observation c6a5b7f2-de9d-474e-b4ad-0f8dbfc7d6d4 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.293789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6ef43b2-ec51-4c09-beb5-6e5e6da93a1c · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Gemma: Open Models Based on Gemini Research and Technology

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.298096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca72b85-261b-47f7-ab0d-2c2121f6e30a · outbound

This paper cites ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate Change.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate Change

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.301892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 567e3038-2718-4ac4-b0b2-80a1400584a6 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.306410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86a1c49b-7c37-4114-b36a-0445593e48f3 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.709806Z

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.

Observation 27eb05a8-2e7d-4b18-ab56-0985fc230b18 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.313592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ef56823-26a2-47c8-9179-65eee1e3db10 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.317272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e16cd7c-ab0f-4af6-8991-ec30c377c2b0 · outbound

This paper cites SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.320860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80317e4f-ec4e-45d0-ab7a-b5091ddf4455 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.690139Z

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.

Observation a137e4e5-071a-4529-962d-d8e860cc719f · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.332751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0da4560-ab07-4b33-9bc4-da306f6e0a64 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.677436Z

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.

Observation 620786ee-cc3e-4652-aacb-08c70f2ea869 · outbound

This paper cites Advancing Sustainability via Recommender Systems: A Survey.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Advancing Sustainability via Recommender Systems: A Survey

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T18:09:00.346706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01ef6f8a-c408-48c4-afb0-11e6995b457a · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.652240Z

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.

Observation 23d3ac1b-2a7e-439e-921c-edd2ac7b201c · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.866491Z

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.

Observation 334ba486-83a5-4ff9-954d-d7f556cc7d70 · outbound

This paper cites an unresolved cited work.

MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks Unresolved cited work

Reference 2025

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:09:00.663599Z

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.

Pith citing papers

Observation 125f3311-30a8-474b-88a6-52a980fed56b · inbound

Developing an ESG-Oriented Large Language Model through ESG Practices cites this paper.

Developing an ESG-Oriented Large Language Model through ESG Practices MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-15T06:55:10.787750Z

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.

Observation 189592ab-9d35-439b-9541-1fab0bfded31 · inbound

ESGLens: An LLM-Based RAG Framework for Interactive ESG Report Analysis and Score Prediction cites this paper.

ESGLens: An LLM-Based RAG Framework for Interactive ESG Report Analysis and Score Prediction MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T22:38:11.503286Z

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.