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Found 6 papers, 0 papers with code
Tur[k]ingBench: A Challenge Benchmark for Web Agents
We evaluate the performance of state-of-the-art models, including language-only, vision-only, and layout-only models, and their combinations, on this benchmark.
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning
It is challenging to perform question-answering over complex, multimodal content such as television clips.
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic
Contemporary language models enable new opportunities for structured reasoning with text, such as the construction and evaluation of intuitive, proof-like textual entailment trees without relying on brittle formal logic.
MultiVENT: Multilingual Videos of Events with Aligned Natural Text
Everyday news coverage has shifted from traditional broadcasts towards a wide range of presentation formats such as first-hand, unedited video footage.
Ambiguous Images With Human Judgments for Robust Visual Event Classification
However, humans are frequently presented with visual data that they cannot classify with 100% certainty, and models trained on standard vision benchmarks achieve low performance when evaluated on this data.
Non-Markov Policies to Reduce Sequential Failures in Robot Bin Picking
A new generation of automated bin picking systems using deep learning is evolving to support increasing demand for e-commerce.
