Word Embeddings as Tuples of Feature Probabilities ACL-2020 RepL4NLP-2020 WS-2020

Embarrassingly Simple Unsupervised Aspect Extraction ACL-2020

Predicting Declension Class from Form and Meaning ACL-2020

Hypernymy Detection for Low-Resource Languages via Meta Learning ACL-2020

Implicit Discourse Relation Classification: We Need to Talk about Evaluation ACL-2020

Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models ACL-2020

Commonsense Reasoning for Natural Language Processing ACL-2020

Masking Actor Information Leads to Fairer Political Claims Detection ACL-2020

Interpretability and Analysis in Neural NLP ACL-2020

Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data ACL-2020

Contextual Embeddings: When Are They Worth It? ACL-2020

SenseBERT: Driving Some Sense into BERT ACL-2020

Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual Contexts EMNLP-2019

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

Posing Fair Generalization Tasks for Natural Language Inference EMNLP-2019

Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains EMNLP-2019

Semantic graph parsing with recurrent neural network DAG grammars EMNLP-2019

Annotation of Rhetorical Moves in Biochemistry Articles ACL-2019 WS-2019

Modeling language learning using specialized Elo rating ACL-2019 WS-2019

Putting Words in Context: LSTM Language Models and Lexical Ambiguity ACL-2019

Meaning Representation of Null Instantiated Semantic Roles in FrameNet ACL-2019 WS-2019

Joint Detection and Location of English Puns NAACL-2019

CogniVal: A Framework for Cognitive Word Embedding Evaluation CoNLL-2019

BME-UW at SRST-2019: Surface realization with Interpreted Regular Tree Grammars EMNLP-2019 WS-2019

SpatialNet: A Declarative Resource for Spatial Relations NAACL-2019 WS-2019

Frame Identification as Categorization: Exemplars vs Prototypes in Embeddingland IWCS-2019 WS-2019

Learning to Respond to Mixed-code Queries using Bilingual Word Embeddings NAACL-2019

Commonsense inference in human-robot communication EMNLP-2019 WS-2019

Using OntoLex-Lemon for Representing and Interlinking German Multiword Expressions in OdeNet and MMORPH ACL-2019 WS-2019

Cross-Sentence N-ary Relation Extraction using Lower-Arity Universal Schemas EMNLP-2019

How well do NLI models capture verb veridicality? EMNLP-2019

Counterfactual Story Reasoning and Generation EMNLP-2019

Modeling MWEs in BTB-WN ACL-2019 WS-2019

Learning to Represent Bilingual Dictionaries CoNLL-2019

Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English ACL-2019 WS-2019

A Study of Latent Structured Prediction Approaches to Passage Reranking NAACL-2019

An Intrinsic Nearest Neighbor Analysis of Neural Machine Translation Architectures MTSummit-2019 WS-2019

Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings ACL-2019

A Method to Automatically Identify Diachronic Variation in Collocations. ACL-2019 WS-2019

Towards a Compositional Analysis of German Light Verb Constructions (LVCs) Combining Lexicalized Tree Adjoining Grammar (LTAG) with Frame Semantics IWCS-2019 WS-2019

Detecting Aggression and Toxicity using a Multi Dimension Capsule Network ACL-2019 WS-2019

SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing CoNLL-2019

PaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space EMNLP-2019

Modeling Document-level Causal Structures for Event Causal Relation Identification NAACL-2019

Fine-Grained Temporal Relation Extraction ACL-2019

Relational Word Embeddings ACL-2019

A Conceptual Spaces Model of Socially Motivated Language Change SCiL-2019 WS-2019

Multiplex Word Embeddings for Selectional Preference Acquisition EMNLP-2019

Made for Each Other: Broad-Coverage Semantic Structures Meet Preposition Supersenses CoNLL-2019

Don’t Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction EMNLP-2019

SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference ACL-2019

Linguistic Analysis Improves Neural Metaphor Detection CoNLL-2019

Parallel Dependency Treebank Annotated with Interlinked Verbal Synonym Classes and Roles WS-2019

Specializing Distributional Vectors of All Words for Lexical Entailment ACL-2019 WS-2019

Evaluating Gender Bias in Machine Translation ACL-2019

Guess Who’s Coming (and Who’s Going): Bringing Perspective to the Rational Speech Acts Framework SCiL-2019 WS-2019

VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role Labeling EMNLP-2019

How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? CoNLL-2019

Broad-Coverage Semantic Parsing as Transduction EMNLP-2019

An LSTM Adaptation Study of (Un)grammaticality ACL-2019 WS-2019

Measuring and Modeling Language Change NAACL-2019

Meaning to Form: Measuring Systematicity as Information ACL-2019

An Improved Approach for Semantic Graph Composition with CCG IWCS-2019 WS-2019

Quantifying the Semantic Core of Gender Systems EMNLP-2019

Extended HowNet 2.0 – An Entity-Relation Common-Sense Representation Model LREC-2018

Learning Typed Entailment Graphs with Global Soft Constraints TACL-2018

Comprehensive Supersense Disambiguation of English Prepositions and Possessives ACL-2018

Semantic Supersenses for English Possessives LREC-2018

Joint Semantic Synthesis and Morphological Analysis of the Derived Word TACL-2018

PhotoshopQuiA: A Corpus of Non-Factoid Questions and Answers for Why-Question Answering LREC-2018

SemEval-2018 Task 10: Capturing Discriminative Attributes *SEMEVAL-2018

Comparison of Pun Detection Methods Using Japanese Pun Corpus LREC-2018

Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better Science TACL-2018

An Evaluation of Neural Machine Translation Models on Historical Spelling Normalization COLING-2018

Diachronic word embeddings and semantic shifts: a survey COLING-2018

Introduction to the Special Issue on Language in Social Media: Exploiting Discourse and Other Contextual Information CL-2018

Systems’ Agreements and Disagreements in Temporal Processing: An Extensive Error Analysis of the TempEval-3 Task LREC-2018

Neural Activation Semantic Models: Computational lexical semantic models of localized neural activations COLING-2018

Towards a Gold Standard Corpus for Variable Detection and Linking in Social Science Publications LREC-2018

JeSemE: Interleaving Semantics and Emotions in a Web Service for the Exploration of Language Change Phenomena COLING-2018

Frame Semantics across Languages: Towards a Multilingual FrameNet COLING-2018

Using Semantics for Granularities of Tokenization CL-2018

UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes? *SEMEVAL-2018

Acquiring Verb Classes Through Bottom-Up Semantic Verb Clustering LREC-2018

Which Melbourne? Augmenting Geocoding with Maps ACL-2018

Multi-layer Annotation of the Rigveda LREC-2018

Discourse Coherence: Concurrent Explicit and Implicit Relations ACL-2018

What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL-2018

What do character-level models learn about morphology? The case of dependency parsing EMNLP-2018

QED: A fact verification system for the FEVER shared task EMNLP-2018 WS-2018

A Rich Annotation Scheme for Mental Events COLING-2018 EventStory-2018 WS-2018

Embedding Syntax and Semantics of Prepositions via Tensor Decomposition NAACL-2018

A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text ACL-2018

Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses NAACL-2018

Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation ACL-2018 WS-2018

WordNet Embeddings ACL-2018 WS-2018

Using Embeddings to Compare FrameNet Frames Across Languages COLING-2018 LR4NLP-2018 WS-2018

Predicting Brain Activation with WordNet Embeddings ACL-2018 WS-2018

Generating Bilingual Pragmatic Color References NAACL-2018

Sound Analogies with Phoneme Embeddings SCiL-2018 WS-2018

WS

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