UTTime: Temporal Relation Classification using Deep Syntactic Features

2013-06-01 · SEMEVAL 2013 6 · Natsuda Laokulrat, Makoto Miwa, Yoshimasa Tsuruoka, Takashi Chikayama

Code (0)

등록된 구현이 없습니다.

Tasks

Classification Document Summarization General Classification Natural Language Inference Question AnsweringRelationRelation Classification Temporal Relation Classification

SERC: Syntactic and Semantic Sequence based Event Relation Classification

2021-11-03 · Kritika Venkatachalam, Raghava Mutharaju, Sumit Bhatia

Temporal and causal relations play an important role in determining the dependencies between events. Classifying the temporal and causal relations between events has many applications, such as generating event timelines,…

Classification Natural Language Inference Question Answering Relation+2

On the contribution of word embeddings to temporal relation classification

2016-12-01 · COLING 2016 12 · Paramita Mirza, Sara Tonelli

Temporal relation classification is a challenging task, especially when there are no explicit markers to characterise the relation between temporal entities. This occurs frequently in inter-sentential relations, whose en…

Classification General Classification Implicit Relations Relation+3

TIMERS: Document-level Temporal Relation Extraction

2021-08-01 · ACL 2021 5 · Puneet Mathur, Rajiv Jain, Franck Dernoncourt, Vlad Morariu 외

We present TIMERS - a TIME, Rhetorical and Syntactic-aware model for document-level temporal relation classification in the English language. Our proposed method leverages rhetorical discourse features and temporal argum…

Relation Relation Classification Relation Extraction Temporal Relation Classification+1

A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events

2017-07-23 · EMNLP 2017 9 · Prafulla Kumar Choubey, Ruihong Huang

We present a sequential model for temporal relation classification between intra-sentence events. The key observation is that the overall syntactic structure and compositional meanings of the multi-word context between e…

Relation Relation Classification Sentence TAG+1

RSGT: Relational Structure Guided Temporal Relation Extraction

2022-10-01 · COLING 2022 10 · Jie zhou, Shenpo Dong, Hongkui Tu, Xiaodong Wang 외

Temporal relation extraction aims to extract temporal relations between event pairs, which is crucial for natural language understanding. Few efforts have been devoted to capturing the global features. In this paper, we …

Graph Neural Network Natural Language Understanding Relation Relation Extraction+3