Top Tweets for #BlackBoxNLP
One of the first papers I contributed to was published at #BlackboxNLP π, what an honor to, 6 years later, give a keynote at this wonderful venue π§‘ Thanks for having me! #EMNLP2025
Our second keynote of the day has just started! @vernadankers is now presenting "Memorization: Myth or Mystery?"

Presenting a poster today at #BlackboxNLP? You are welcome to present in either poster session, or both! See the full program on our website: https://t.co/OtbTWwYzYv
Heading to the #EMNLP2025 @BlackboxNLP Workshop this Sunday? Donβt miss @nfelnlp and @lkopf_ml's poster on βInterpreting Language Models Through Concept Descriptions: A Survey"
π https://t.co/LEd1SjTEaJ
π
Nov 9, 11:00-12:00 @ Hall C
#BlackboxNLP #XAI #Interpretapility
π’ Call for Papers! π’
#BlackboxNLP 2025 invites the submission of archival and non-archival papers on interpreting and explaining NLP models.
π
Deadlines: Aug 15 (direct submissions), Sept 5 (ARR commitment)
π More details: https://t.co/G8L2rAHyoJ

π’ Call for Papers! π’
#BlackboxNLP 2025 invites the submission of archival and non-archival papers on interpreting and explaining NLP models.
π
Deadlines: Aug 15 (direct submissions), Sept 5 (ARR commitment)
π More details: https://t.co/G8L2rAHyoJ

π’ Call for Papers! π’
#BlackboxNLP 2025 invites the submission of archival and non-archival papers on interpreting and explaining NLP models.
π
Deadlines: Aug 15 (direct submissions), Sept 5 (ARR commitment)
π More details: https://t.co/G8L2rAHyoJ

Just 5 days left to submit your method to the MIB Shared Task at #BlackboxNLP!
Have last-minute questions or need help finalizing your submission?
Join the Discord server: https://t.co/trTy07fBE9

π Technical report guidelines are out!
If you're submitting to the MIB Shared Task at #BlackboxNLP, feel free to take a look to help you prepare your report: https://t.co/5ExpqAVCWL

Also it has been an honor to contribute to the CL community as an Area Chair/Reviewer, co-organizer of #BlackboxNLP (2023β2025), and tutorial presenter at #EACL2024 (and upcoming #Interspeech2025).
Just 10 days to go until the results submission deadline for the MIB Shared Task at #BlackboxNLP!
If you're working on:
π§ Circuit discovery
π Feature attribution
π§ͺ Causal variable localization
nowβs the time to polish and submit!
Join us on Discord: https://t.co/trTy07f3OB

β³ Three weeks left! Submit your work to the MIB Shared Task at #BlackboxNLP, co-located with @emnlpmeeting
Whether you're working on circuit discovery or causal variable localization, this is your chance to benchmark your method in a rigorous setup!

Working on feature attribution, circuit discovery, feature alignment, or sparse coding?
Consider submitting your work to the MIB Shared Task, part of this yearβs #BlackboxNLP
We welcome submissions of both existing methods and new or experimental POCs!

π¨ Excited to announce two invited speakers at #BlackboxNLP 2025!
Join us to hear from two leading voices in interpretability:
ποΈ Quanshi Zhang (Shanghai Jiao Tong University)
ποΈ Verna Dankers (McGill University)
@vernadankers @QuanshiZhang

π¨ Excited to announce two invited speakers at #BlackboxNLP 2025!
Join us to hear from two leading voices in interpretability:
ποΈ Quanshi Zhang (Shanghai Jiao Tong University)
ποΈ Verna Dankers (McGill University)
@vernadankers @QuanshiZhang

Working on circuit discovery? Consider submitting your work to the MIB Shared Task, part of #BlackboxNLP, co-located with @emnlpmeeting π
The goal: benchmark existing MI methods and identify promising directions to precisely and concisely recover causal pathways in LMs >>

Have you heard about our shared task? π’
Mechanistic Interpretability (MI) is quickly advancing, but comparing methods remains a challenge.
This year, as a part of #BlackboxNLP at @emnlpmeeting, we're introducing a shared task to rigorously evaluate MI methods in LMs π§΅

Since people have been asking - the #blackboxNLP workshop will return this year, to be held with #emnlp2025.
This workshop is all about interpreting and analyzing NLP models (and yes, this includes LLMs).
More details soon, follow @BlackboxNLP
Excited about the release of MIB, a mechanistic Interpretability benchmark!
Come talk to us at #iclr2025 and consider submitting to the leaderboard.
Weβre also planning a shared task around it at #blackboxNLP this year, located with #emnlp2025
Lots of progress in mech interp (MI) lately! But how can we measure when new mech interp methods yield real improvements over prior work?
We propose π π ππ: a Mechanistic Interpretability Benchmark!

#blackboxnlp is underway, and @jack_merullo_ is explaining general-purpose circuits that generalize across tasks.

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