Cormac Shannon
95b5857189
Six seeds snowballed (Semantic Scholar) plus logged keyword searches (OpenAlex, arXiv): 2,127 unique records, 480 title/abstract screened. AI first-pass suggestions are in their own column; decisions are pending. Claude-Session: https://claude.ai/code/session_01S8KN7NuUCm8nXLmy6eDuVv
21 lines
3.3 KiB
CSV
21 lines
3.3 KiB
CSV
date,source,action,query_or_seed,filters,total_hits,retrieved,results_file
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2026-10-28,Semantic Scholar API,backward snowball (references),2309.14322,,56,56,results/snowball-back-wortsman2024.csv
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2026-10-28,Semantic Scholar API,forward snowball (citations),2309.14322,,210,210,results/snowball-fwd-wortsman2024.csv
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2026-10-28,Semantic Scholar API,backward snowball (references),2010.04245,,41,41,results/snowball-back-henry2020.csv
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2026-10-28,Semantic Scholar API,forward snowball (citations),2010.04245,,351,351,results/snowball-fwd-henry2020.csv
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2026-10-28,Semantic Scholar API,backward snowball (references),2602.02522,,22,22,results/snowball-back-imu1.csv
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2026-10-28,Semantic Scholar API,forward snowball (citations),2602.02522,,1,1,results/snowball-fwd-imu1.csv
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2026-10-28,Semantic Scholar API,backward snowball (references),2410.16682,,21,21,results/snowball-back-stability2024.csv
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2026-10-28,Semantic Scholar API,forward snowball (citations),2410.16682,,16,16,results/snowball-fwd-stability2024.csv
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2026-10-28,Semantic Scholar API,backward snowball (references),2302.05442,,134,134,results/snowball-back-vit22b.csv
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2026-10-28,Semantic Scholar API,forward snowball (citations),2302.05442,,972,972,results/snowball-fwd-vit22b.csv
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2026-10-28,Semantic Scholar API,backward snowball (references),2303.06296,,72,72,results/snowball-back-zhai2023.csv
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2026-10-28,Semantic Scholar API,forward snowball (citations),2303.06296,,221,221,results/snowball-fwd-zhai2023.csv
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2026-10-28,OpenAlex API,search,"""qk-norm""|""qk norm""|""qk-layernorm""|""qk layernorm""|""query-key normalization""|""query key normalization""|""qk normalization""",since=2020-01-01,46,46,results/S1-openalex-qknorm.csv
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2026-10-28,OpenAlex API,search,"""attention logit""|""attention logits""|""attention entropy collapse""|""logit growth"" AND ""training instability""|""training stability""|""loss spike""|""divergence""|""learning rate""",since=2020-01-01,11,11,results/S2-openalex-logit-instability.csv
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2026-10-28,OpenAlex API,search,"""small language model""|""small language models""|""small-scale proxies""|""small transformer"" AND ""learning rate sensitivity""|""training instability""|""training stability"" AND ""normalization""",since=2020-01-01,1,1,results/S3-openalex-small-scale.csv
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2026-10-28,arXiv API,search,"abs:""qk norm"" OR abs:""qk-norm"" OR abs:""query-key normalization"" OR abs:""qk normalization"" OR abs:""qk-layernorm"" OR abs:""qk layernorm""",since=2020-01-01,30,30,results/A1-arxiv-qknorm.csv
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2026-10-28,arXiv API,search,"(abs:""attention logit"" OR abs:""attention logits"" OR abs:""entropy collapse"") AND (abs:""training instability"" OR abs:""learning rate"" OR abs:""loss spike"")",since=2020-01-01,9,9,results/A2-arxiv-logit-instability.csv
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2026-10-28,OpenAlex API,search,"""large language model""|""large language models""|""LLM""|""ChatGPT""|""GPT-4"" AND ""systematic literature review""|""systematic review""|""literature search""|""literature screening"" AND ""search""|""screening""",since=2023-01-01,3248,200,results/L1-openalex-llm-for-lit-search.csv
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2026-10-28,OpenAlex API,search,"""large language model""|""large language models""|""LLM""|""ChatGPT"" AND ""systematic literature review""|""literature review""|""snowballing"" AND ""software engineering""",since=2023-01-01,210,100,results/L2-openalex-llm-slr-software-eng.csv
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