Research Initiation Award: Enhancing Robustness in Large Language Models for Natural Language Understanding through Comprehensive Bias Analysis
Fisk University (Nashville, Tennessee): Enhancing Robustness in Large Language Models for Natural Language Understanding through Comprehensive Bias Analysis. Its award of $420,596 is above the median of $398,990 (54th percentile). Dated 55 days ago, it serves as a historical benchmark. Score 40/100. As of 2026-11-03, from U.S. National Science Foundation Awards API.
Data as of · Compiled by Zalwin from U.S. National Science Foundation Awards API
award: $420,596 · 54th percentile of 2,990 NsfAwardPulse records · 1.1x the median
Free preview: all 10 published fields of this record are shown below. Locked: 37 related TN NsfAwardPulse records and the 5-column CSV export.
| Field | Value |
|---|---|
| Institution | Fisk University |
| Location | NASHVILLE, TN |
| Project | Research Initiation Award: Enhancing Robustness in Large Language Models for Natural Language Understanding through Comprehensive Bias Analysis |
| Award amount | $420,596 |
| Obligated so far | $420,596 |
| Awarded | 2026-09-10 |
| Period | 2026-09-15 to 2029-08-31 |
| Program | Hist Black Colleges and Univ |
| Directorate / division | EDU / EIT |
| Award ID | 2500032 |
| award percentile | 54th of 2,990 (median $398,990, 1.1x median) |
| Peer records CSV (38 TN records) | 🔒 Click to unlock → |
| CRM-ready export with official source URLs | 🔒 Click to unlock → |
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CSV columns: Institution · State · Project · Award · Awarded · official source URL
- Source agency: U.S. National Science Foundation Awards API
- Record date: 2026-09-10
- Data refreshed: 2026-11-03
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Top NsfAwardPulse records (TN first): Tennessee State University · AI SCOPE INC · University of Tennessee Knoxville · University of Tennessee Knoxville · University of Tennessee Knoxville · Browse all by state and category →
LIVE PUBLIC DATA Source: U.S. National Science Foundation Awards API · Last refreshed: Tue, 03 Nov 2026 18:10:42 GMT
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Peer benchmark and outreach value: Fisk University and 38 Tennessee peers
- Tennessee NsfAwardPulse records like this one: 38
- Fisk University's award: 54th percentile of 2,990 records
- Timing: Low: older than 30 days
- Estimated pipeline if you contact every Tennessee peer: $7,600 (peers × rate × deal size; an estimate from your assumptions, not a forecast)
40 / 100 Budget Signal Score
- Award of $300K or more.
What is the NsfAwardPulse record for Fisk University in Nashville, Tennessee?
Fisk University received an NSF award of $420,596 on 2026-09-10: Research Initiation Award: Enhancing Robustness in Large Language Models for Natural Language Understanding through Comprehensive Bias Analysis.
How does Fisk University compare to other Tennessee NsfAwardPulse records?
Its award of $420,596 sits in the upper half (54th percentile) of 2,990 records; the median is $398,990. It is 55 days old; check the official source for later updates before acting.
Fisk University vs. top 3 peers
| Organization | Location | Amount | Percentile | Record date |
|---|---|---|---|---|
| Fisk University | NASHVILLE, TN | 420,596 | 54th | 2026-09-10 |
| Vanderbilt University | NASHVILLE, TN | 409,027 | 53rd | 2026-08-06 |
| University of Tennessee Knoxville | KNOXVILLE, TN | 437,713 | 56th | 2026-08-21 |
| Vanderbilt University | NASHVILLE, TN | 440,415 | 56th | 2026-07-31 |
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Award data comes from the NSF Awards API and may be amended by NSF. Institution-level only; investigator contact details are not included. Informational only.