July 2026
EMNLP
Twelve contributions accepted
Twelve contributions reached the 2026 conference program.
AI & Machine Learning
Accepted
Research outcomes
A track record peer-reviewed in production.
Since March 2026, 36 papers shaped with PaperGuru have been accepted at flagship conferences and leading journals, main tracks, not workshops, with 40+ more moving through review. Every outcome is tested through independent peer review, powered by the Guru foundation model family and PaperGuru's agentic harness.
36 accepted/40+ under review/11+ conferences and journals/Updated July 2026
Across research fields
Verified outcomesAI & Machine Learning15
Software Engineering8
Engineering Informatics3
Medicine, Industrial & Built Environment10
Publication venues
Explore the record.
Flagship main tracks in AI and software engineering, plus applied outcomes across medicine, semiconductors, IoT, and construction. Select any conference or journal to see its current record.
EMNLP
12 outcomesConference on Empirical Methods in Natural Language Processing
One of the premier international conferences in natural language processing and computational linguistics, organized by ACL SIGDAT.
Current record
Twelve contributions accepted at EMNLP 2026.
AI & Machine Learning
Review pipeline
Forty manuscripts, moving through review.
Live pipeline across NeurIPS, CCS, and adjacent conferences and journals. PaperGuru supports the research and authoring process; editorial decisions remain with independent publishers and reviewers.
- ~20
- NeurIPS 2026
- ~10
- CCS 2026
- ~10
- Other publications
- 40+
- Total in pipeline
Recent outcomes
Progress, in context.
Accepted papers and revision decisions remain distinct, so every milestone says exactly what happened.
June 2026
FSE
Five contributions accepted
Five contributions reached the 2026 conference program.
Software Engineering
Accepted
May 2026
ICML
Three main-track contributions accepted
Three contributions progressed through independent peer review.
Machine Learning
Accepted
April 2026
AEI
Three journal articles progressed
Three articles moved forward through their editorial review cycles.
Engineering Informatics
Review outcomes
March 2026
TOSEM
Two journal articles accepted
Both articles completed their editorial review cycles.
Software Engineering
Accepted
Researcher voices
What changed in the work.
The workspace made it easier to keep the literature, structure, and revision work connected throughout the submission cycle.
Instead of rebuilding context after every review round, we could return to the same evidence and refine the argument from there.
From question to submission
One workspace through the research cycle.
PaperGuru supports the research and authoring process. Editorial decisions remain with independent publishers and reviewers.
- 01Literature synthesis
- 02Research planning
- 03Draft development
- 04Evidence checks
- 05Revision support
Your research, moving forward