Dealing with Semantic Underspecification in Multimodal NLP

8 June 2023

Papers citing "Dealing with Semantic Underspecification in Multimodal NLP"

11 / 11 papers shown

Title
LLMs Get Lost In Multi-Turn Conversation Philippe Laban Hiroaki Hayashi Yingbo Zhou Jennifer Neville 53 3 0 09 May 2025
Natural Language Generation from Visual Sequences: Challenges and Future Directions Aditya K Surikuchi Raquel Fernández Sandro Pezzelle EGVM 305 0 0 18 Feb 2025
VIKSER: Visual Knowledge-Driven Self-Reinforcing Reasoning Framework Chunbai Zhang Chao Wang Yang Zhou Yan Peng LRM ReLM 66 0 0 02 Feb 2025
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space Core Francisco Park Maya Okawa Andrew Lee Ekdeep Singh Lubana Hidenori Tanaka 64 9 0 27 Jun 2024
Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models Archiki Prasad Elias Stengel-Eskin Mohit Bansal ReLM LRM 36 8 0 09 Oct 2023
ContextRef: Evaluating Referenceless Metrics For Image Description Generation Elisa Kreiss E. Zelikman Christopher Potts Nick Haber 34 5 0 21 Sep 2023
We're Afraid Language Models Aren't Modeling Ambiguity Alisa Liu Zhaofeng Wu Julian Michael Alane Suhr Peter West Alexander Koller Swabha Swayamdipta Noah A. Smith Yejin Choi 73 92 0 27 Apr 2023
Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality Anuj Diwan Layne Berry Eunsol Choi David Harwath Kyle Mahowald CoGe 117 41 0 01 Nov 2022
Underspecification in Scene Description-to-Depiction Tasks Ben Hutchinson Jason Baldridge Vinodkumar Prabhakaran DiffM 74 32 0 11 Oct 2022
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics Elisa Kreiss Cynthia L. Bennett Shayan Hooshmand E. Zelikman Meredith Ringel Morris Christopher Potts 48 27 0 21 May 2022
The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning Jack Hessel Jena D. Hwang Jinho Park Rowan Zellers Chandra Bhagavatula Anna Rohrbach Kate Saenko Yejin Choi ReLM 155 48 0 10 Feb 2022