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]