77 citations · 94 across the 5 of their papers we have counts for
5 papers
DeepSearchQA: Bridging the Comprehensiveness Gap for Deep Research Agents
Nikita Gupta, Riju Chatterjee, Lukas Haas +9
We introduce DeepSearchQA, a 900-prompt benchmark for evaluating agents on difficult multi-step information-seeking tasks across 17 different fields. Unlike traditional benchmarks…
Scalable Semantic Querying of Text
Xiaolan Wang, Aaron Feng, Behzad Golshan +4
We present the KOKO system that takes declarative information extraction to a new level by incorporating advances in natural language processing techniques in its extraction langua…
A Lightweight Front-end Tool for Interactive Entity Population
Hidekazu Oiwa, Yoshihiko Suhara, Jiyu Komiya +1
Entity population, a task of collecting entities that belong to a particular category, has attracted attention from vertical domains. There is still a high demand for creating enti…
Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network Approach
Takuo Hamaguchi, Hidekazu Oiwa, Masashi Shimbo +1
Knowledge base completion (KBC) aims to predict missing information in a knowledge base.In this paper, we address the out-of-knowledge-base (OOKB) entity problem in KBC:how to answ…
Partition-wise Linear Models
Hidekazu Oiwa, Ryohei Fujimaki
Region-specific linear models are widely used in practical applications because of their non-linear but highly interpretable model representations. One of the key challenges in the…