Papers by Hussein Mozannar
Navigating Rifts in Human-LLM Grounding: Study and Benchmark (2025.acl-long)
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| Challenge: | Language models excel at following instructions but struggle with collaborative aspects of conversation that humans naturally employ. |
| Approach: | They analyze logs from WildChat, MultiWOZ, and Bing Chat to examine grounding challenges . they propose a benchmark to determine when LLMs fail to initiate grounding . |
| Outcome: | The proposed model predicts interactions that fail to ground with users . the proposed model is based on human-human interactions with humans . |