Search Results for author: Chris Samarinas

Found 3 papers, 3 papers with code

ProCIS: A Benchmark for Proactive Retrieval in Conversations

1 code implementation10 May 2024 Chris Samarinas, Hamed Zamani

The field of conversational information seeking, which is rapidly gaining interest in both academia and industry, is changing how we interact with search engines through natural language interactions.

Text Retrieval

Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models

1 code implementation23 Apr 2024 Chris Samarinas, Pracha Promthaw, Atharva Nijasure, Hansi Zeng, Julian Killingback, Hamed Zamani

In our experiments, using graph-guided response simulations leads to significant improvements in intent classification, slot filling and response relevance compared to naive single-prompt simulated conversations.

Conversational Question Answering Dialogue State Tracking +8

Improving Evidence Retrieval for Automated Explainable Fact-Checking

1 code implementation NAACL 2021 Chris Samarinas, Wynne Hsu, Mong Li Lee

Automated fact-checking on a large-scale is a challenging task that has not been studied systematically until recently.

Fact Checking Retrieval +1

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