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05/26/2023
Sentence-Incremental Neural Coreference Resolution
We propose a sentence-incremental neural coreference resolution system w...
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02/23/2023
Prosodic features improve sentence segmentation and parsing
Parsing spoken dialogue presents challenges that parsing text does not, ...
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12/20/2022
Extrinsic Evaluation of Machine Translation Metrics
Automatic machine translation (MT) metrics are widely used to distinguis...
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10/28/2022
Modeling structure-building in the brain with CCG parsing and large language models
To model behavioral and neural correlates of language comprehension in n...
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10/10/2022
Language Models Are Poor Learners of Directional Inference
We examine LMs' competence of directional predicate entailments by super...
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08/01/2022
Multi-Document Summarization with Centroid-Based Pretraining
In multi-document summarization (MDS), the input is a cluster of documen...
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07/30/2022
Smoothing Entailment Graphs with Language Models
The diversity and Zipfian frequency distribution of natural language pre...
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03/11/2022
Cross-lingual Inference with A Chinese Entailment Graph
Predicate entailment detection is a crucial task for question-answering ...
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09/28/2021
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking
Recent progress in task-oriented neural dialogue systems is largely focu...
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09/22/2021
Cross-linguistically Consistent Semantic and Syntactic Annotation of Child-directed Speech
While corpora of child speech and child-directed speech (CDS) have enabl...
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09/20/2021
Modality and Negation in Event Extraction
Language provides speakers with a rich system of modality for expressing...
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05/26/2021
Prosodic segmentation for parsing spoken dialogue
Parsing spoken dialogue poses unique difficulties, including disfluencie...
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04/16/2021
Multivalent Entailment Graphs for Question Answering
Drawing inferences between open-domain natural language predicates is a ...
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04/30/2020
The role of context in neural pitch accent detection in English
Prosody is a rich information source in natural language, serving as a m...
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08/23/2019
Joint Extraction of Entities and Relations with a Hierarchical Multi-task Tagging Model
Entity extraction and relation extraction are two indispensable building...
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04/02/2019
Temporal and Aspectual Entailment
Inferences regarding "Jane's arrival in London" from predications such a...
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03/22/2019
Data Augmentation via Dependency Tree Morphing for Low-Resource Languages
Neural NLP systems achieve high scores in the presence of sizable traini...
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05/30/2018
Character-Level Models versus Morphology in Semantic Role Labeling
Character-level models have become a popular approach specially for thei...
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02/10/2017
Universal Semantic Parsing
Universal Dependencies (UD) offer a uniform cross-lingual syntactic repr...
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09/29/2016
Evaluating Induced CCG Parsers on Grounded Semantic Parsing
We compare the effectiveness of four different syntactic CCG parsers for...
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10/16/2012