Papers Coreference Resolution

A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution

We present a novel hierarchical distance-dependent Bayesian model for event coreference resolution. While existing generative models for event coreference resolution are completely unsupervised, our model allows for the …

Efficiency in Ambiguity: Two Models of Probabilistic Semantics for Natural Language

Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment

Identifying and linking named entities across information sources is the basis of knowledge acquisition and at the heart of Web search, recommendations, and analytics. An important problem in this context is cross-docume…

Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary

We present an approach to learning a model-theoretic semantics for natural language tied to Freebase. Crucially, our approach uses an open predicate vocabulary, enabling it to produce denotations for phrases such as {``}…

Latent Structures for Coreference Resolution

Machine learning approaches to coreference resolution vary greatly in the modeling of the problem: while early approaches operated on the mention pair level, current research focuses on ranking architectures and antecede…

Parsing Algebraic Word Problems into Equations

This paper formalizes the problem of solving multi-sentence algebraic word problems as that of generating and scoring equation trees. We use integer linear programming to generate equation trees and score their likelihoo…

Latent Trees for Coreference Resolution

Relations World: A Possibilistic Graphical Model

We explore the idea of using a "possibilistic graphical model" as the basis for a world model that drives a dialog system. As a first step we have developed a system that uses text-based dialog to derive a model of the u…

Analysis of Coreference Relations in the Biomedical Literature

Unsupervised Sentence Enhancement for Automatic Summarization

Using Mined Coreference Chains as a Resource for a Semantic Task

Type-Aware Distantly Supervised Relation Extraction with Linked Arguments

Recall Error Analysis for Coreference Resolution

A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents

Prune-and-Score: Learning for Greedy Coreference Resolution

Extracting Latent Attributes from Video Scenes Using Text as Background Knowledge

SemEval-2014 Task 7: Analysis of Clinical Text

DIT: Summarisation and Semantic Expansion in Evaluating Semantic Similarity

A Conceptual Framework of Online Natural Language Processing Pipeline Application

Cross-lingual Coreference Resolution of Pronouns