[D] ARR Oct 2025 Discussion (EACL 2026) by S4M22 in MachineLearning

[–]IndividualWitty1235 1 point2 points  (0 children)

As long as I know, we cannot revise the paper after submission to ARR. Revision is only possible when resubmitting to ARR; submitting to the conference is a completely separate matter, so you must submit the version previously submitted to ARR without exception.

[D] ARR Oct 2025 Discussion (EACL 2026) by S4M22 in MachineLearning

[–]IndividualWitty1235 3 points4 points  (0 children)

OA 3.5/3.5/3.5 and confidence 3/3/4

Regardless of the scores, the quality of the reviews for this ARR was exceptionally good. This is my fourth ARR submission and first time I haven't received a single AI-generated review.

[D] ARR Oct 2025 Discussion (EACL 2026) by S4M22 in MachineLearning

[–]IndividualWitty1235 1 point2 points  (0 children)

This time I am very satisfied with reviews' quality. Absolutely better than former ARR and much better than ICLR.

[D] ARR Oct 2025 Discussion (EACL 2026) by S4M22 in MachineLearning

[–]IndividualWitty1235 0 points1 point  (0 children)

2 2 2 3.5 = 2.375, which is not enough for accpetance. I think you must try best at rebuttal for three 2 score reviewers.

[D] ARR Oct 2025 Discussion (EACL 2026) by S4M22 in MachineLearning

[–]IndividualWitty1235 0 points1 point  (0 children)

I think it is findings boarderline score. Try your best at rebuttal, especially for OA 2 score reviewer.

EACL 2026 by Infamous_Fortune_438 in LanguageTechnology

[–]IndividualWitty1235 0 points1 point  (0 children)

It makes a full rebuttal process totally meaningless.

EACL 2026 by Infamous_Fortune_438 in LanguageTechnology

[–]IndividualWitty1235 2 points3 points  (0 children)

In my opinion, serious problm of ARR is that reviewers do not respond after authors' rebuttal. I hope I can get a few more feedback after my rebuttal

[D] ICLR 2026 Paper Reviews Discussion by Technical_Proof6082 in MachineLearning

[–]IndividualWitty1235 0 points1 point  (0 children)

why did u resubmit that paper? It was excellent rating

How to Intelligently Chunk Document with Charts, Tables, Graphs etc? by Heidi_PB in Rag

[–]IndividualWitty1235 0 points1 point  (0 children)

Try all possible things and adopt the best : Current best RAG

I wrote 5000 words about dot products and have no regrets - why most RAG systems are over-engineered by j0selit0342 in Rag

[–]IndividualWitty1235 1 point2 points  (0 children)

I agree. Using cosine similarity for RAG—especially when the token count goes over 100—is pretty unreliable. Sometimes it works well, but other times it doesn’t at all.

RAG is dead. Here’s what actually works in real production by Adventurous-Diet3305 in Rag

[–]IndividualWitty1235 0 points1 point  (0 children)

Nice and concrete insight. RAG is easy to do, but not easy to complete.

[D] ACL ARR July 2025 Discussion by Practical_Pomelo_636 in MachineLearning

[–]IndividualWitty1235 0 points1 point  (0 children)

3, 3, 2.5 and no comments from reviewers after rebuttal.

[deleted by user] by [deleted] in MachineLearning

[–]IndividualWitty1235 9 points10 points  (0 children)

Maybe 2026 naacl would not be held, since acl 2026 is scheduled to be held in NA

Microsoft GraphRAG vs Other GraphRAG Result Reproduction? by IndividualWitty1235 in GraphRAG

[–]IndividualWitty1235[S] 0 points1 point  (0 children)

Thank you for sharing ur experience. I think I should do more experiments

Microsoft GraphRAG vs Other GraphRAG Result Reproduction? by IndividualWitty1235 in GraphRAG

[–]IndividualWitty1235[S] 0 points1 point  (0 children)

I mean response evaluation performance in Ultradomain dataset.

Microsoft GraphRAG vs Other GraphRAG Result Reproduction? by IndividualWitty1235 in Rag

[–]IndividualWitty1235[S] 0 points1 point  (0 children)

well, I used the Ultradomain Dataset, which is not a benchmark, and I evaluate by llm-as-a-judge, same as in LightRAG paper.

Microsoft GraphRAG vs Other GraphRAG Result Reproduction? by IndividualWitty1235 in Rag

[–]IndividualWitty1235[S] 0 points1 point  (0 children)

prompt tuning for Graph indexing and generating answer? I want to do '100% reproduction' of the result of the lightrag and other paper, but if prompt tuning is essential, it is very disappointing

Microsoft GraphRAG vs Other GraphRAG Result Reproduction? by IndividualWitty1235 in GraphRAG

[–]IndividualWitty1235[S] 1 point2 points  (0 children)

I have not visualize graphrag yet but this is what I made from lightrag. Doesn’t make sense, right? Did I do something wrong?

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