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Oliver Eberle

@eberleoliver.bsky.social

Senior Researcher Machine Learning at BIFOLD | TU Berlin ๐Ÿ‡ฉ๐Ÿ‡ช Prev at IPAM | UCLA | BCCN Interpretability | XAI | NLP & Humanities | ML for Science

506 Followers  |  467 Following  |  11 Posts  |  Joined: 20.11.2024  |  1.7069

Latest posts by eberleoliver.bsky.social on Bluesky

Position: We Need An Algorithmic Understanding of Generative AI What algorithms do LLMs actually learn and use to solve problems? Studies addressing this question are sparse, as research priorities are focused on improving performance through scale, leaving a...

๐Ÿ“ฏ Come visit our #ICML25 Spotlight Poster and meet @taylorwwebb.bsky.social to discuss our work: "Toward an Algorithmic Evaluation and Understanding of Generative AI."

Paper: openreview.net/forum?id=eax...
Poster: icml.cc/media/Poster...

16.07.2025 07:07 โ€” ๐Ÿ‘ 6    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Our position paper on algorithmic explanations is outโ€”excited to share it! ๐Ÿ™Œ

Proud of this collaborative effort toward a scientifically grounded understanding of generative AI.

@tuberlin.bsky.social @bifold.berlin @msftresearch.bsky.social @UCSD & @UCLA

20.06.2025 17:12 โ€” ๐Ÿ‘ 12    ๐Ÿ” 7    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

๐Ÿšจ New preprint! Excited to share our work on extracting and evaluating the potentially many feature descriptions of language models

๐Ÿ‘‰ arxiv.org/abs/2506.15538

19.06.2025 16:44 โ€” ๐Ÿ‘ 18    ๐Ÿ” 4    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
Large language models that power AI should be publicly owned | Letter Letters: The future of public knowledge rests on building open-access LLMs driven by ethics rather than profit, writes Prof Dr Matteo Valleriani

"Who owns the tools that shape our understanding of the past?"

27.05.2025 07:35 โ€” ๐Ÿ‘ 6    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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THE NEVERENDING CURE โ€“ new exhibition by kennedy + swan
๐Ÿ—“ May 28 | ๐Ÿ•• 6PM | ๐Ÿ“ UNI_VERSUM, TU Berlin

Art + AI + Snacks = A night not to miss!
With intros by BIFOLD scientists + artists.

www.bifold.berlin/news-events/...

#ArtOfEntanglement #ArtAndScience
@tuberlin.bsky.social
#ScheringStiftung

15.05.2025 11:38 โ€” ๐Ÿ‘ 4    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
Preview
Cat, Rat, Meow: On the Alignment of Language Model and Human Term-Similarity Judgments Small and mid-sized generative language models have gained increasing attention. Their size and availability make them amenable to being analyzed at a behavioral as well as a representational level, a...

๐Ÿ–ผ๏ธ At the Re-Align workshop, @tomneuhaeuser.bsky.social and I presented "Cat, Rat, Meow: On the Alignment of Language Model and Human Term-Similarity Judgments", joint work with Lenka Tฤ›tkovรก and @eberleoliver.bsky.social .
๐Ÿ“ƒ arxiv.org/abs/2504.07965

03.05.2025 09:21 โ€” ๐Ÿ‘ 3    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

๐Ÿ“œ ๐ŸŽ‰ Happy to announce our workshop "AI-based Methods for the Humanities"! Bringing together #ML and #Humanities researchers to discuss frontiers in #DigitalHumanities, #NLP, #XAI and more!

Hosted together with Matteo Valleriani and
@bifold.berlin @tuberlin.bsky.social @mpiwg.bsky.social

04.03.2025 16:28 โ€” ๐Ÿ‘ 9    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Poster showing the MPIWG Instituteโ€™s Colloquium 2024โ€“25 program.

Poster showing the MPIWG Instituteโ€™s Colloquium 2024โ€“25 program.

Next up in our Instituteโ€™s Colloquium Series โ€œHistory of Science in Publicโ€: Kate Crawford @katecrawford.bsky.social will talk on "Mapping #AI: How to See Planetary-Scale #ArtificialIntelligence.โ€

๐Ÿ—“๏ธ Mar 25, 2025 (14:00 CET)
๐Ÿ”— bitly.cx/m0KeS
๐Ÿ“ relocated: MPIWG Main conference room

#HistSci #SciComm

26.02.2025 11:18 โ€” ๐Ÿ‘ 15    ๐Ÿ” 5    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Danke fรผr den Austausch @tuberlin.bsky.social โ€“ es bleibt spannend! ๐Ÿ˜‰

03.02.2025 09:01 โ€” ๐Ÿ‘ 6    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Work with Jochen Bรผttner, Hassan El-Hajj, Grรฉgoire Montavon, Klaus-Robert Mรผller, and Matteo Valleriani.

#ScienceAdvances
#DigitalHumanities
#HistSci

27.12.2024 09:23 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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๐Ÿ“œ History repeats itself: We investigated how early modern communities have embraced scholarly advancements, reshaping scientific views and exploring scientific roots amidst a changing world.

www.science.org/doi/10.1126/...

@mpiwg.bsky.social @tuberlin.bsky.social @bifold.berlin @science.org

27.12.2024 09:20 โ€” ๐Ÿ‘ 15    ๐Ÿ” 3    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 2
Stellenausschreibung IV-618/24: Research Assistant - salary grade E13 TV-L Berliner Hochschulen - For qualification โ€“ Stellenausschreibungen der Technischen Universitรคt Berlin

First #jobalert on Bluesky! Postdoc (or PhD position with strong ML background), for a joint project with Gregoire Montavonโ€™s lab at #BIFOLD #TU-Berlin .

Topic is explainable AI /ML for self supervised LLMs in multi/spatial omics & gene regulation.

www.jobs.tu-berlin.de/stellenaussc...

19.11.2024 16:20 โ€” ๐Ÿ‘ 18    ๐Ÿ” 10    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Here a gathered a complementary Explainable AI/Interpretability starter pack ;) Nice to see so many of us here now!

26.11.2024 20:31 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Welcome, you should be in it now :)

26.11.2024 15:21 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

I am thrilled to share that our paper "Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations" was accepted to LREC-COLING
๐Ÿ“œ arxiv.org/pdf/2402.19133โ€ฆ

We analyse low-cost eye-tracking data as an alternative to human rationale annotations when evaluating XAI methods.

01.03.2024 09:20 โ€” ๐Ÿ‘ 9    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
24.11.2024 18:13 โ€” ๐Ÿ‘ 25    ๐Ÿ” 5    ๐Ÿ’ฌ 17    ๐Ÿ“Œ 0

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