ConceptNet
PulseAugur coverage of ConceptNet — every cluster mentioning ConceptNet across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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Interpretable NLI achieved via graph-based atomic propositions
Researchers have developed a novel approach to Natural Language Inference (NLI) that utilizes interpretable, graph-based representations derived from atomic propositions. This method decomposes sentences into ConceptNet…
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New DeFAb benchmark reveals foundation models struggle with defeasible abduction
Researchers have developed DeFAb, a new benchmark designed to rigorously evaluate defeasible abduction capabilities in foundation models. This benchmark converts extensive knowledge bases into formally grounded instance…
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Machine learning user seeks to measure content distance online
A user on r/MachineLearning is seeking methods to quantify the "distance" between different pieces of online content. They have considered several approaches, including hop count, embedding cosine distance, knowledge gr…
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New SERE framework improves LLM event causality identification with structural retrieval
Researchers have developed SERE, a new framework designed to improve Large Language Models' (LLMs) ability to identify event causality. SERE addresses the issue of LLMs overpredicting causal relationships by using a str…