Publications

CommVQA: Situating Visual Question Answering in Communicative Contexts

Nandita Naik, Christopher Potts, Elisa Kreiss

Under Review
[paper | data & code]

Evaluating human and machine understanding of data visualizations

Arnav Verma, Kushin Mukherjee, Christopher Potts, Elisa Kreiss, Judith Fan

CogSci 2024

ContextRef: Evaluating referenceless metrics for image description generation

Elisa Kreiss*, Eric Zelikman*, Christopher Potts, Nick Haber

ICLR 2024

[paper | data & code]

Context-VQA: Towards context-aware and purposeful Visual Question Answering

Nandita Naik, Christopher Potts, Elisa Kreiss

ICCV 2023: 5th Workshop On Closing The Loop Between Vision And Language (CLVL)

[paper]

Characterizing image accessibility on Wikipedia across languages

Elisa Kreiss, Krishna Srinivasan, Tiziano Piccardi, Jesus Adolfo Hermosillo, Cynthia Bennett, Michael S. Bernstein, Meredith Ringel Morris, Christopher Potts

WikiWorkshop 2023

[paper | data & code]

A semantics for causing, enabling, and preventing verbs grounded in structural causal models

Angela Cao*, Atticus Geiger*, Elisa Kreiss*, Thomas Icard, Tobias Gerstenberg

CogSci 2023

[paper | data & code]

Practical challenges for investigating abbreviation strategies

Elisa Kreiss, Subhashini Venugopalan, Shaun Kane, Meredith Ringel Morris

CHI 2023: The Second Workshop on Intelligent and Interactive Writing Assistants

[paper]

Context matters for image descriptions for accessibility: Challenges for referenceless evaluation metrics

Elisa Kreiss, Cynthia Bennett, Shayan Hooshmand, Eric Zelikman, Meredith Ringel Morris, Christopher Potts

EMNLP 2022

[paper | data & code]

Concadia: Towards image-based text generation with a purpose

Elisa Kreiss, Fei Fang, Noah D. Goodman, Christopher Potts

EMNLP 2022

[paper | data & code]

Color overmodification emerges from data-driven learning and pragmatic reasoning

Fei Fang, Kunal Sinha, Noah D. Goodman, Christopher Potts, Elisa Kreiss

CogSci 2022

[paper | data & code]

ReaSCAN: Compositional reasoning in language grounding

Zhengxuan Wu*, Elisa Kreiss*, Desmond Ong, Christopher Potts

NeurIPS: Datasets & Benchmarks 2021

[paper | data & code | dataset website]

Intuitive image descriptions are context-sensitive

Shayan Hooshmand, Elisa Kreiss, Christopher Potts

NeurIPS Workshop: Meaning in Context 2021

[paper]

Modeling subjective assessments of guilt in newspaper crime narratives

Elisa Kreiss*, Zijian Wang*, Christopher Potts

CoNLL 2021

[paper | data & code]

Production expectations modulate contrastive inference

Elisa Kreiss, Judith Degen

CogSci 2020

[paper | data & code | explore the data]

When redundancy is useful: A Bayesian approach to "overinformative" referring expressions

Judith Degen, Robert D. Hawkins, Caroline Graf, Elisa Kreiss, Noah D. Goodman

Psychological Review 2020

[paper | paper (open access) | data & code]

Uncertain evidence statements and guilt perception in iterative reproductions of crime stories

Elisa Kreiss, Michael Franke, Judith Degen

CogSci 2019

[paper | data & code]