26 citations · 86 across the 12 of their papers we have counts for
12 papers
Generic Temporal Reasoning with Differential Analysis and Explanation
Yu Feng, Ben Zhou, Haoyu Wang +2
Temporal reasoning is the task of predicting temporal relations of event pairs. While temporal reasoning models can perform reasonably well on in-domain benchmarks, we have little…
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction
Haoyu Wang, Hongming Zhang, Yuqian Deng +3
In this paper, we seek to improve the faithfulness of TempRel extraction models from two perspectives. The first perspective is to extract genuinely based on contextual description…
Zero-Shot On-the-Fly Event Schema Induction
Rotem Dror, Haoyu Wang, Dan Roth
What are the events involved in a pandemic outbreak? What steps should be taken when planning a wedding? The answers to these questions can be found by collecting many documents on…
Are All Steps Equally Important? Benchmarking Essentiality Detection of Events
Haoyu Wang, Hongming Zhang, Yueguan Wang +3
Natural language expresses events with varying granularities, where coarse-grained events (goals) can be broken down into finer-grained event sequences (steps). A critical yet over…
Learning Constraints and Descriptive Segmentation for Subevent Detection
Haoyu Wang, Hongming Zhang, Muhao Chen +1
Event mentions in text correspond to real-world events of varying degrees of granularity. The task of subevent detection aims to resolve this granularity issue, recognizing the mem…
Unsupervised Label-aware Event Trigger and Argument Classification
Hongming Zhang, Haoyu Wang, Dan Roth
Identifying events and mapping them to pre-defined event types has long been an important natural language processing problem. Most previous work has been heavily relying on labor-…
Analogous Process Structure Induction for Sub-event Sequence Prediction
Hongming Zhang, Muhao Chen, Haoyu Wang +2
Computational and cognitive studies of event understanding suggest that identifying, comprehending, and predicting events depend on having structured representations of a sequence…
"What Are You Trying to Do?" Semantic Typing of Event Processes
Muhao Chen, Hongming Zhang, Haoyu Wang +1
This paper studies a new cognitively motivated semantic typing task, multi-axis event process typing, that, given an event process, attempts to infer free-form type labels describi…
Joint Constrained Learning for Event-Event Relation Extraction
Haoyu Wang, Muhao Chen, Hongming Zhang +1
Understanding natural language involves recognizing how multiple event mentions structurally and temporally interact with each other. In this process, one can induce event complexe…
Estimating 6D Pose From Localizing Designated Surface Keypoints
Zelin Zhao, Gao Peng, Haoyu Wang +3
In this paper, we present an accurate yet effective solution for 6D pose estimation from an RGB image. The core of our approach is that we first designate a set of surface points o…
DOLORES: Deep Contextualized Knowledge Graph Embeddings
Haoyu Wang, Vivek Kulkarni, William Yang Wang
We introduce a new method DOLORES for learning knowledge graph embeddings that effectively captures contextual cues and dependencies among entities and relations. First, we note th…
Pose Flow: Efficient Online Pose Tracking
Yuliang Xiu, Jiefeng Li, Haoyu Wang +2
Multi-person articulated pose tracking in unconstrained videos is an important while challenging problem. In this paper, going along the road of top-down approaches, we propose a d…