Expert attention map

The Who's Who of AI

What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.

2,397 searchable experts 4,280 tracked across all sources
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Showing signals surfaced by Debora Nozza ×

The developments commanding sustained expert attention

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

New NLP & language Research 15h ago
⚡ 10 h early
regional variation geographic NLP paper

Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“#TBT #NLProc 'Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting' by @dirkhovy.bsky.social and Christoph Purschke (2018) highlights how social class and background impact technology performance. #TechInclusion ac…”

New Culture, work & education Research 15h ago
⚡ 9 h early
student LLM use patterns education paper

Your Students Don’t Use LLMs Like You Wish They Did

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“For today's reading group, Carlos Diez-Fenoy presented "Your Students Don't Use LLMs Like You Wish They Did" by Kobler et al. (2026). Paper: aclanthology.org/2026.acl-lon... #NLProc”

Established AI field signal Signal 14d ago
⚡ 675 h early

arxiv.org

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“#TBT #NLProc 'Classist Tools: Social Class Correlates with Performance in NLP' by Curry et al. (2024) finds NLP tools perform worse on lower-SES speech - higher perplexity, more ASR errors, dialect flagged as "wrong" by grammar checkers. arxiv.org/pdf/2403.…”

Developing AI research Resource 2d ago
Bocconi University economics job market posting

Job Market - Bocconi University

3 experts across 2 network communities independently surfaced this.

3 experts 2 communities 1 sources clustered

“Couldn't be prouder of our @milanlp.bsky.social team and all the amazing work behind these papers! I'll be at #EMNLP2026 in Budapest and I'm also looking for a postdoc to join our lab! If you're interested, feel free to DM me so we can meet and chat! 🔗 jobm…”

Developing AI field signal Signal 2d ago

arxiv.org

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“The Role of Implicit and Explicit Demographic Signals in LLM-based Student Assessment 🎓 Explicit demographic information and cues inferred from conversation history can systematically change LLM assessments. 📍 Hall H 🎤 Donya Rooein 🗓️ 26 October 2026, 16:45…”

Developing AI research Research 2d ago
⚡ 12 h early
AI overreliance video information-seeking paper

Overreliance on AI in Information-seeking from Video Content

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Overreliance on AI in Information-seeking from Video Content 📺 AI-mediated information access improves accuracy and efficiency, but users quickly become overreliant, leaving them vulnerable. 📍 Hall H 🎤 Elisa Bassignana · Poster 🗓️ 27 October 2026, 11:00–12:…”

Developing Models & releases Research 2d ago
⚡ 12 h early
WildSEEK LLM information-seeking benchmark paper

WildSEEK: Evaluating Language Models for Information-Seeking

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“WildSEEK: Evaluating Language Models for Information-Seeking 🔎 A dataset and evaluation framework for assessing the reliability, fairness and safety of LLMs in information-seeking. 📍 Hall H 🎤 Tanise Ceron 🗓️ 26 October 2026, 16:45–18:15 📄 arxiv.org/abs/2608…”

Developing AI research Research 2d ago
⚡ 11 h early
OpenReview paper submission A

Verifying your browser | OpenReview

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“SEAL: SocioEconomic Alignment in LLMs 🦭 How does LLM service quality vary across users’ socioeconomic statuses? We evaluate helpfulness, sycophancy, human likeness, emotion features and text complexity. 📍 NLP for Positive Impact 🗓️ 28 October 2026 📄 openrev…”

Developing AI research Research 2d ago
⚡ 12 h early
OpenReview paper submission B

Verifying your browser | OpenReview

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“Can LLMs Model Incorrect Student Reasoning? 🧩 A reasoning taxonomy applied to math/science LLM traces reveals domain adaptation, learning-science alignment, and failures in solution recovery. 📍 Hall H 🎤 Yanick Zengaffinen 🗓️ 26 October 2026, 11:00–12:30 📄 o…”

Established Culture, work & education Research 6d ago
⚡ 14 h early
election manifestos Twitter discourse paper

Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“#TBT #NLProc 'Understanding Political Discourse on Twitter through Election Manifestos' Maurer et al. (2024) present a method for predicting party positioning from tweets aclanthology.org/2024.finding...”

Established AI business Research 10d ago
⚡ 14 h early
demographic factors text classification transformers paper

Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“#MemoryMonday #NLProc Hung et al.'s 2023 paper, 'Can Demographic Factors Improve Text Classification?' finds demographic adaptations of Transformer NLP models don't notably boost performance. aclanthology.org/2023.finding...”

Established Culture, work & education Resource 7d ago
StereoQueerEval LGBTQ stereotype benchmark

How to partecipate | StereoQueerEval: Identification of Stereotypes and Hate Speech Targeting the LGBTQIA+ Community - SemEval 2027

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“🌈 Join StereoQueerEval @ #SemEval2027 (Task 8)! Can #NLP systems detect stereotypes and hate speech targeting LGBTQIA+ people across English, Italian, Dutch & Persian? 📊 Training/dev data available now! 🗓️ Evaluation: Jan 10–31 👉 stereoqueereval.github.io/h…”

Established AI field signal Signal 17d ago

dl.acm.org

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“What if AI systems weren’t chatbots? 💬 @elisabassignana.bsky.social sparked a lively discussion at our reading group with Ghosh et al.’s FAccT paper (2026). Paper: dl.acm.org/doi/10.1145/... #NLProc #NLPEthics #AIEthics”