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References (23)

[1]
LVLMs are Bad at Overhearing Human Referential Communication
2025Zhengxiang Wang, Weiling Li et al.
[2]
Measuring How (Not Just Whether) VLMs Build Common Ground
2025Saki Imai, Mert Inan et al.
[3]
Post-training for Efficient Communication via Convention Formation
2025Yilun Hua, Evan Wang et al.
[4]
Navigating Rifts in Human-LLM Grounding: Study and Benchmark
2025Omar Shaikh, Hussein Mozannar et al.
[5]
Understanding Common Ground Misalignment in Goal-Oriented Dialog: A Case-Study with Ubuntu Chat Logs
2025Rupak Sarkar, Neha Srikanth et al.
[6]
Talk Less, Interact Better: Evaluating In-context Conversational Adaptation in Multimodal LLMs
2024Yilun Hua, Yoav Artzi
[7]
Large Language Models are Zero-Shot Reasoners
2022Takeshi Kojima, S. Gu et al.
[8]
composite
2020C. Sloby
[9]
Default
2020P. Diem
[10]
Continual Adaptation for Efficient Machine Communication
2019Robert D. Hawkins, Minae Kwon et al.
[11]
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
2019Nils Reimers, Iryna Gurevych
[12]
The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue
2019J. Haber, Tim Baumgärtner et al.
[13]
oTree - An Open-Source Platform for Laboratory, Online, and Field Experiments
2016Daniel L. Chen, Martin Schonger et al.
[14]
의사 간호사 communication
2011이재복
[15]
Utterance
2009Douglas A. Reynolds, Tom Hopper et al.
[16]
Logic and Conversation
2005Siobhan Chapman
[17]
ROUGE: A Package for Automatic Evaluation of Summaries
2004Chin-Yew Lin
[18]
Conceptual pacts and lexical choice in conversation.
1996S. Brennan, H. H. Clark
[19]
Interaction and feedback in a spoken language system: a theoretical framework
1995S. Brennan, Eric A. Hulteen
[20]
A "speech acts" approach to grounding in conversation
1992D. Traum, James F. Allen

Showing 20 of 23 references

Founder's Pitch

"Explore how LVLMs interpret ambiguous referential expressions compared to humans with our dialogue corpus."

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