---
title: "EvalEval 2026 — accepted papers — Elamur Research"
description: "EvalEval 2026 — accepted papers: 9 papers in the Elamur Research library (San Diego, CA), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/evaleval/2026/"
---
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# EvalEval 2026 — accepted papers

EvalEval 2026 is the 2026 edition of the Workshop on Evaluating Evaluations (EvalEval), held in San Diego, CA, July 2026 (publisher: Association for Computational Linguistics). The ACL Anthology lists 21 papers of it; our library holds 9 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 San Diego, CA · 🗓 July 2026

[**21** papers in the proceedings](#all) · [**9** works in our library](https://md.research.elamur.ai/free/en/venues/evaleval/2026/#works) · [**1** citations of these works](https://md.research.elamur.ai/free/en/venues/evaleval/2026/#works)

## All accepted papers (21)

The most cited first; 9 with our summary link to their page here, the others to the original.

1. **[Mind the Gap: How Elicitation Protocols Shape the Stated-Revealed Preference Gap in Language Models](https://md.research.elamur.ai/free/en/papers/mahajan-2026-mind-gap-how-elicitation-protocols/)**Pranav Mahajan, Ihor Kendiukhov, Syed Hussain et al.*1 citation · our summary*
2. **[BenchNavigator: A Discovery Interface for Comparing LLM Benchmarks](https://md.research.elamur.ai/free/en/papers/sokol-2026-benchnavigator-discovery-interface-comparing-llm/)**Anna Sokol, Inge Vejsbjerg, Elizabeth M. Daly et al.*our summary*
3. **[Beyond Static Benchmarks: A Validity, Reliability, and Sociotechnical Framework for Evaluating LLMs in Deployment Contexts ↗](https://aclanthology.org/2026.evaleval-1.30/)**Ben Jenkins
4. **[Caged Birds and Cute Bookworms: Feminine Tropes and Implicit Gender Bias in Large Language Models](https://md.research.elamur.ai/free/en/papers/nishal-2026-caged-birds-cute-bookworms-feminine/)**Sachita Nishal, Jack Bandy*our summary*
5. **[Defining Cultural Capabilities for AI Evaluation: A Taxonomy Grounded in Intercultural Communication Theory](https://md.research.elamur.ai/free/en/papers/nejadgholi-2026-defining-cultural-capabilities-ai-evaluation/)**Isar Nejadgholi, Masoud Kianpour, Krishnapriya Vishnubhotla et al.*our summary*
6. **[Document Overlap Is Not Evidence Continuity: Measuring Retrieval Jitter in Citation-Based RAG Evaluation](https://md.research.elamur.ai/free/en/papers/ponnuraj-2026-document-overlap-is-not-evidence/)**Punitha Ponnuraj*our summary*
7. **[Evaluating Large Language Model News Sentiment in Finance under Liquidity and Market Frictions ↗](https://aclanthology.org/2026.evaleval-1.4/)**Kemal Kirtac
8. **[Evaluating Multi-turn Human-AI Interaction ↗](https://aclanthology.org/2026.evaleval-1.2/)**Shi Ding, Sijian Tan
9. **[Evaluation Cards for XAI Metrics ↗](https://aclanthology.org/2026.evaleval-1.39/)**Rokas Gipiškis, Olga Kurasova
10. **[From Guidelines to Guarantees: A Graph-Based Evaluation Harness for Domain-Specific Evaluation of LLMs](https://md.research.elamur.ai/free/en/papers/lundin-2026-guidelines-guarantees-graph-based-evaluation/)**Jessica M. Lundin, Usman Nasir Nakakana, Guillaume Chabot-Couture*our summary*
11. **[From Rubrics to Recipe: Principle-Centric Benchmark for Evaluating Large Language Models ↗](https://aclanthology.org/2026.evaleval-1.15/)**Shirley Anugrah Hayati, Ruizi Wang, Dongyeop Kang
12. **[From Wordle to Fibble$^5$: Evaluating LLM Reasoning Under Escalating Deception](https://md.research.elamur.ai/free/en/papers/liu-2026-wordle-fibble-5-evaluating-llm/)**Chang Liu*our summary*
13. **[Graduating the Benchmark Scale: Lessons from Thermometry](https://md.research.elamur.ai/free/en/papers/trott-2026-graduating-benchmark-scale-lessons-thermometry/)**Sean Trott, Oisín Parkinson-Coombs*our summary*
14. **[Guidelines for Whom? Rethinking AI Ethics in Resource-Constrained Migration Services](https://md.research.elamur.ai/free/en/papers/yoo-2026-guidelines-whom-rethinking-ai-ethics/)**Nari Yoo, Ashley Khor, Namrata Mukhija et al.*our summary*
15. **[Measuring AI-Induced Disempowerment: A Framework and Proposed Metrics ↗](https://aclanthology.org/2026.evaleval-1.36/)**Je Qin Chooi, Jaeho Lee, Jasmine Xinze Li
16. **[Position: Evaluations of AI Moral Reasoning Still Miss Half of the Picture ↗](https://aclanthology.org/2026.evaleval-1.38/)**Aidan Kierans, Ritam Dutt, Kaley Rittichier et al.
17. **[Reasoning Model Is Superior LLM-Judge, Yet Suffers from Biases ↗](https://aclanthology.org/2026.evaleval-1.13/)**Hui Huang, Xuanxin Wu, Muyun Yang et al.
18. **[Rigorous Interpretation Is a Form of Evaluation ↗](https://aclanthology.org/2026.evaleval-1.1/)**Isabelle Lee, Emmy Liu, Cathy Jiao et al.
19. **[Scorecard of AI Benchmark Quality ↗](https://aclanthology.org/2026.evaleval-1.25/)**Ayrton San Joaquin, Rokas Gipiškis, Ze Shen Chin
20. **[Too long; didn't solve ↗](https://aclanthology.org/2026.evaleval-1.20/)**Lucía Cabrera, Jocelyn D'Arcy, Isaac Saxton-Knight
21. **[When Scanners Lie: Evaluator Instability in LLM Red-Teaming ↗](https://aclanthology.org/2026.evaleval-1.11/)**Lidor Erez, Omer Hofman, Tamir Nizri et al.

## Papers with our summary in our library (9)

The most cited first (OpenAlex citations plus our library's).

1. **[Mind the Gap: How Elicitation Protocols Shape the Stated-Revealed Preference Gap in Language Models](https://md.research.elamur.ai/free/en/papers/mahajan-2026-mind-gap-how-elicitation-protocols/) [Workshop on Evaluating Evaluations (EvalEval)](https://md.research.elamur.ai/free/en/venues/evaleval/)**Pranav Mahajan, Ihor Kendiukhov, Syed Hussain, et al.*2026 · 1 citation*
2. **[From Wordle to Fibble5: Evaluating LLM Reasoning Under Escalating Deception](https://md.research.elamur.ai/free/en/papers/liu-2026-wordle-fibble-5-evaluating-llm/) [Workshop on Evaluating Evaluations (EvalEval)](https://md.research.elamur.ai/free/en/venues/evaleval/)**Chang Liu*2026*
3. **[From Guidelines to Guarantees: A Graph-Based Evaluation Harness for Domain-Specific Evaluation of LLMs](https://md.research.elamur.ai/free/en/papers/lundin-2026-guidelines-guarantees-graph-based-evaluation/) [Workshop on Evaluating Evaluations (EvalEval)](https://md.research.elamur.ai/free/en/venues/evaleval/)**Jessica M. Lundin, Usman Nasir Nakakana, Guillaume Chabot-Couture*2026*
4. **[Defining Cultural Capabilities for AI Evaluation: A Taxonomy Grounded in Intercultural Communication Theory](https://md.research.elamur.ai/free/en/papers/nejadgholi-2026-defining-cultural-capabilities-ai-evaluation/) [Workshop on Evaluating Evaluations (EvalEval)](https://md.research.elamur.ai/free/en/venues/evaleval/)**Isar Nejadgholi, Masoud Kianpour, Krishnapriya Vishnubhotla, et al.*2026*
5. **[Caged Birds and Cute Bookworms: Feminine Tropes and Implicit Gender Bias in Large Language Models](https://md.research.elamur.ai/free/en/papers/nishal-2026-caged-birds-cute-bookworms-feminine/) [Workshop on Evaluating Evaluations (EvalEval)](https://md.research.elamur.ai/free/en/venues/evaleval/)**Sachita Nishal, Jack Bandy*2026*
6. **[Document Overlap Is Not Evidence Continuity: Measuring Retrieval Jitter in Citation-Based RAG Evaluation](https://md.research.elamur.ai/free/en/papers/ponnuraj-2026-document-overlap-is-not-evidence/) [Workshop on Evaluating Evaluations (EvalEval)](https://md.research.elamur.ai/free/en/venues/evaleval/)**Punitha Ponnuraj*2026*
7. **[BenchNavigator: A Discovery Interface for Comparing LLM Benchmarks](https://md.research.elamur.ai/free/en/papers/sokol-2026-benchnavigator-discovery-interface-comparing-llm/) [Workshop on Evaluating Evaluations (EvalEval)](https://md.research.elamur.ai/free/en/venues/evaleval/)**Anna Sokol, Inge Vejsbjerg, Elizabeth M. Daly, et al.*2026*
8. **[Graduating the Benchmark Scale: Lessons from Thermometry](https://md.research.elamur.ai/free/en/papers/trott-2026-graduating-benchmark-scale-lessons-thermometry/) [Workshop on Evaluating Evaluations (EvalEval)](https://md.research.elamur.ai/free/en/venues/evaleval/)**Sean Trott, Oisín Parkinson-Coombs*2026*
9. **[Guidelines for Whom? Rethinking AI Ethics in Resource-Constrained Migration Services](https://md.research.elamur.ai/free/en/papers/yoo-2026-guidelines-whom-rethinking-ai-ethics/) [Workshop on Evaluating Evaluations (EvalEval)](https://md.research.elamur.ai/free/en/venues/evaleval/)**Nari Yoo, Ashley Khor, Namrata Mukhija, et al.*2026*

## Top topics

Topics of its works in our library, with the number of works on each.

[Language models & pretraining (5)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks (3)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Bias, fairness & safety (2)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Information retrieval & search (1)](https://md.research.elamur.ai/free/en/topics/information-retrieval/)

## Fields

[Computer Science (7)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (6)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Social Sciences (6)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Decision Sciences (2)](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Biochemistry, Genetics and Molecular Biology (1)](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Business, Management and Accounting (1)](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/) · [Medicine (1)](https://md.research.elamur.ai/free/en/shelves/medicine/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Chang Liu**1 work here](https://md.research.elamur.ai/free/en/authors/chang-liu/) · [🧑‍🔬**David Piorkowski**1 work here](https://md.research.elamur.ai/free/en/authors/david-piorkowski/) · [🧑‍🔬**Elizabeth M. Daly**1 work here](https://md.research.elamur.ai/free/en/authors/elizabeth-m-daly/) · [🧑‍🔬**Inge Vejsbjerg**1 work here](https://md.research.elamur.ai/free/en/authors/inge-vejsbjerg/) · [🧑‍🔬**Jessica Lundin**1 work here](https://md.research.elamur.ai/free/en/authors/jessica-lundin/) · [🧑‍🔬**Krishnapriya Vishnubhotla**1 work here](https://md.research.elamur.ai/free/en/authors/krishnapriya-vishnubhotla/) · [🧑‍🔬**Nitesh V. Chawla**1 work here](https://md.research.elamur.ai/free/en/authors/nitesh-v-chawla/) · [🧑‍🔬**Nuno Moniz**1 work here](https://md.research.elamur.ai/free/en/authors/nuno-moniz/) · [🧑‍🔬**Sean Trott**1 work here](https://md.research.elamur.ai/free/en/authors/sean-trott/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🏢**IBM** Armonk · United States 2 works here](https://md.research.elamur.ai/free/en/companies/ibm/) · [🎓**Rutgers, The State University of New Jersey** New Brunswick · United States 1 work here](https://md.research.elamur.ai/free/en/universities/rutgers-the-state-university-of-new-jersey/) · [🎓**University of Notre Dame** Notre Dame · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-notre-dame/) · [🔬**Max Planck Society** Munich · Germany 1 work here](https://md.research.elamur.ai/free/en/labs/max-planck-society/) · [🎓**University of Pittsburgh** Pittsburgh · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-pittsburgh/) · [🎓**University of Cambridge** Cambridge · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) · [🎓**University of Michigan** Ann Arbor · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-michigan/) · [🎓**University of Oxford** Oxford · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) · [🏢**IBM (Ireland)** Dublin · Ireland 1 work here](https://md.research.elamur.ai/free/en/companies/ibm-ireland/) · [🎓**Ohio University** Athens · United States 1 work here](https://md.research.elamur.ai/free/en/universities/ohio-university/) · [🔬**IBM Research - Ireland** Dublin · Ireland 1 work here](https://md.research.elamur.ai/free/en/labs/ibm-research-ireland/) · [🏛️**National Research Council Canada** Ottawa · Canada 1 work here](https://md.research.elamur.ai/free/en/government/national-research-council-canada/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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