MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization ACL-2020

Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information ACL-2020

Let’s be Humorous: Knowledge Enhanced Humor Generation ACL-2020

Temporal Common Sense Acquisition with Minimal Supervision ACL-2020

Toward Gender-Inclusive Coreference Resolution ACL-2020

CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple Languages ACL-2020

A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction ACL-2020 BioNLP-2020 WS-2020

Predicting Degrees of Technicality in Automatic Terminology Extraction ACL-2020

To Test Machine Comprehension, Start by Defining Comprehension ACL-2020

Keyphrase Generation for Scientific Document Retrieval ACL-2020

Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation ACL-2020

Interactive Classification by Asking Informative Questions ACL-2020

Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward ACL-2020

Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation EMNLP-2019

Grammar and Meaning: Analysing the Topology of Diachronic Word Embeddings ACL-2019 WS-2019

Just “OneSeC” for Producing Multilingual Sense-Annotated Data ACL-2019

Improving Subject-Area Question Answering with External Knowledge EMNLP-2019 WS-2019

Commonsense Inference in Natural Language Processing (COIN) - Shared Task Report EMNLP-2019 WS-2019

Collaborative Policy Learning for Open Knowledge Graph Reasoning EMNLP-2019

Scalable Knowledge Graph Construction from Text Collections EMNLP-2019 WS-2019

KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning EMNLP-2019

How Large Are Lions? Inducing Distributions over Quantitative Attributes ACL-2019

Detecting Everyday Scenarios in Narrative Texts ACL-2019 WS-2019

Gender Stereotypes Differ between Male and Female Writings ACL-2019

Learning Household Task Knowledge from WikiHow Descriptions WS-2019

Composing a Picture Book by Automatic Story Understanding and Visualization ACL-2019 WS-2019

Sentence-Level Content Planning and Style Specification for Neural Text Generation EMNLP-2019

Commonsense about Human Senses: Labeled Data Collection Processes EMNLP-2019 WS-2019

Lifelong and Interactive Learning of Factual Knowledge in Dialogues WS-2019

Distantly Supervised Biomedical Knowledge Acquisition via Knowledge Graph Based Attention NAACL-2019 WS-2019

Understanding Commonsense Inference Aptitude of Deep Contextual Representations EMNLP-2019 WS-2019

MCScript2.0: A Machine Comprehension Corpus Focused on Script Events and Participants *SEMEVAL-2019

Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema Challenge ACL-2019

Detecting Causal Language Use in Science Findings EMNLP-2019

A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing EMNLP-2019

YouMakeup: A Large-Scale Domain-Specific Multimodal Dataset for Fine-Grained Semantic Comprehension EMNLP-2019

Computational Analysis of Political Texts: Bridging Research Efforts Across Communities ACL-2019

Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition EMNLP-2018

Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding EMNLP-2018

Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge ACL-2018

A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge NAACL-2018

Automatic Detection of Cross-Disciplinary Knowledge Associations ACL-2018

Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition COLING-2018

Temporal Event Knowledge Acquisition via Identifying Narratives ACL-2018

Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension *SEMEVAL-2018

YNU_AI1799 at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge of Different model ensemble *SEMEVAL-2018

CSReader at SemEval-2018 Task 11: Multiple Choice Question Answering as Textual Entailment *SEMEVAL-2018

Manzanilla: An Image Annotation Tool for TKB Building LREC-2018

Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution LREC-2018

Memory, Show the Way: Memory Based Few Shot Word Representation Learning EMNLP-2018

Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features INLG-2018 WS-2018

Corpus Specificity in LSA and Word2vec: The Role of Out-of-Domain Documents ACL-2018 WS-2018

Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications ACL-2018 WS-2018

RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes EMNLP-2018

Fine-Grained Termhood Prediction for German Compound Terms Using Neural Networks COLING-2018 LAW-2018 WS-2018

CLUF: a Neural Model for Second Language Acquisition Modeling BEA-2018 NAACL-2018 WS-2018

Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers EMNLP-2018

Facts That Matter EMNLP-2018

Modelling semantic acquisition in second language learning BEA-2017 WS-2017

ES-LDA: Entity Summarization using Knowledge-based Topic Modeling IJCNLP-2017

Improving Shared Argument Identification in Japanese Event Knowledge Acquisition NEWS-2017 WS-2017

Coarse Semantic Classification of Rare Nouns Using Cross-Lingual Data and Recurrent Neural Networks IWCS-2017 WS-2017

Structured Generation of Technical Reading Lists BEA-2017 WS-2017

Reasoning with Sets to Solve Simple Word Problems Automatically WS-2017

Kurdish Interdialect Machine Translation VarDial-2017 WS-2017

Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech EACL-2017

Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison EACL-2017

WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation ACL-2017

Improving Chinese Semantic Role Labeling using High-quality Surface and Deep Case Frames EACL-2017

Verb Physics: Relative Physical Knowledge of Actions and Objects ACL-2017

The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links EACL-2017

Domain Specific Automatic Question Generation from Text ACL-2017

Experiments with Domain Dependent Dialogue Act Classification using Open-Domain Dialogue Corpora WS-2017

A Game-Theoretic Approach to Word Sense Disambiguation CL-2017

Using English Dictionaries to generate Commonsense Knowledge in Natural Language RANLP-2017

Benben: A Chinese Intelligent Conversational Robot ACL-2017

Incremental Knowledge Acquisition Approach for Information Extraction on both Semi-Structured and Unstructured Text from the Open Domain Web ALTA-2017

Evaluating Dialogs based on Grice’s Maxims RANLP-2017

Understanding of unknown medical words RANLP-2017 WS-2017

Entity Linking via Joint Encoding of Types, Descriptions, and Context EMNLP-2017

Train-O-Matic: Large-Scale Supervised Word Sense Disambiguation in Multiple Languages without Manual Training Data EMNLP-2017

Automatic Evaluation of Commonsense Knowledge for Refining Japanese ConceptNet ALR-2016 WS-2016

An Analysis of Prerequisite Skills for Reading Comprehension WS-2016

Jointly Embedding Knowledge Graphs and Logical Rules EMNLP-2016

LELIO: An Auto-Adaptative System to Acquire Domain Lexical Knowledge in Technical Texts LREC-2016

Analyzing Post-dialogue Comments by Speakers – How Do Humans Personalize Their Utterances in Dialogue? – SIGDIAL-2016 WS-2016

Probabilistic Prototype Model for Serendipitous Property Mining COLING-2016

Unsupervised Abbreviation Detection in Clinical Narratives ClinicalNLP-2016 WS-2016

Direct vs. indirect evaluation of distributional thesauri COLING-2016

Revisiting Taxonomy Induction over Wikipedia COLING-2016

Commonsense Knowledge Base Completion ACL-2016

Harnessing Deep Neural Networks with Logic Rules ACL-2016

Illinois Cross-Lingual Wikifier: Grounding Entities in Many Languages to the English Wikipedia COLING-2016

Entity-balanced Gaussian pLSA for Automated Comparison NAACL-2016

Embeddings for Word Sense Disambiguation: An Evaluation Study ACL-2016

Large-Scale Acquisition of Commonsense Knowledge via a Quiz Game on a Dialogue System WS-2016

Cross-lingual Wikification Using Multilingual Embeddings NAACL-2016

The ACL RD-TEC 2.0: A Language Resource for Evaluating Term Extraction and Entity Recognition Methods LREC-2016

Embedding Open-domain Common-sense Knowledge from Text LREC-2016

Know2Look: Commonsense Knowledge for Visual Search WS-2016

WS

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COLING

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CL

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TextGraphs

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