coling 2018 论文列表
Proceedings of the 27th International Conference on Computational Linguistics, COLING 2018, Santa Fe, New Mexico, USA, August 20-26, 2018.
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SGM: Sequence Generation Model for Multi-label Classification.
Authorless Topic Models: Biasing Models Away from Known Structure.
Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering.
Design Challenges and Misconceptions in Neural Sequence Labeling.
A Survey on Open Information Extraction.
Distinguishing affixoid formations from compounds.
Arguments and Adjuncts in Universal Dependencies.
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness.
Integrating Tree Structures and Graph Structures with Neural Networks to Classify Discussion Discourse Acts.
Incorporating Deep Visual Features into Multiobjective based Multi-view Search Results Clustering.
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation.
A Dataset for Building Code-Mixed Goal Oriented Conversation Systems.
Argumentation Synthesis following Rhetorical Strategies.
Modeling Multi-turn Conversation with Deep Utterance Aggregation.
Structured Representation Learning for Online Debate Stance Prediction.
Learning Visually-Grounded Semantics from Contrastive Adversarial Samples.
Incorporating Argument-Level Interactions for Persuasion Comments Evaluation using Co-attention Model.
AMR Beyond the Sentence: the Multi-sentence AMR corpus.
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager.
Narrative Schema Stability in News Text.
DIDEC: The Dutch Image Description and Eye-tracking Corpus.
Graph Based Decoding for Event Sequencing and Coreference Resolution.
Addressee and Response Selection for Multilingual Conversation.
Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text.
A Prospective-Performance Network to Alleviate Myopia in Beam Search for Response Generation.
Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language.
Multi-task and Multi-lingual Joint Learning of Neural Lexical Utterance Classification based on Partially-shared Modeling.
Bridge Video and Text with Cascade Syntactic Structure.
Improving Feature Extraction for Pathology Reports with Precise Negation Scope Detection.
Arrows are the Verbs of Diagrams.
ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents.
Semi-Supervised Disfluency Detection.
Bridging resolution: Task definition, corpus resources and rule-based experiments.
Corpus-based Content Construction.
MCDTB: A Macro-level Chinese Discourse TreeBank.
iParaphrasing: Extracting Visually Grounded Paraphrases via an Image.
Investigating Productive and Receptive Knowledge: A Profile for Second Language Learning.
Punctuation as Native Language Interference.
Personalized Text Retrieval for Learners of Chinese as a Foreign Language.
Word-Level Loss Extensions for Neural Temporal Relation Classification.
Simple Algorithms For Sentiment Analysis On Sentiment Rich, Data Poor Domains.
Open Information Extraction on Scientific Text: An Evaluation.
All-in-one: Multi-task Learning for Rumour Verification.
Automatic Detection of Fake News.
Predicting Stances from Social Media Posts using Factorization Machines.
Attending Sentences to detect Satirical Fake News.
Can Rumour Stance Alone Predict Veracity?
Automated Fact Checking: Task Formulations, Methods and Future Directions.
Dependent Gated Reading for Cloze-Style Question Answering.
Rethinking the Agreement in Human Evaluation Tasks.
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering.
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge.
Integrating Question Classification and Deep Learning for improved Answer Selection.
Pattern-revising Enhanced Simple Question Answering over Knowledge Bases.
Deconvolution-Based Global Decoding for Neural Machine Translation.
Semantic Parsing for Technical Support Questions.
Neural Machine Translation Incorporating Named Entity.
Character-Level Feature Extraction with Densely Connected Networks.
Revisiting the Hierarchical Multiscale LSTM.
Seq2seq Dependency Parsing.
Quantifying training challenges of dependency parsers.
Sentence Weighting for Neural Machine Translation Domain Adaptation.
Sensitivity to Input Order: Evaluation of an Incremental and Memory-Limited Bayesian Cross-Situational Word Learning Model.
Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking.
deepQuest: A Framework for Neural-based Quality Estimation.
Tailoring Neural Architectures for Translating from Morphologically Rich Languages.
Combining Information-Weighted Sequence Alignment and Sound Correspondence Models for Improved Cognate Detection.
Multilingual Neural Machine Translation with Task-Specific Attention.
Parallel Corpora for bi-lingual English-Ethiopian Languages Statistical Machine Translation.
Learning with Noise-Contrastive Estimation: Easing training by learning to scale.
An Empirical Investigation of Error Types in Vietnamese Parsing.
Double Path Networks for Sequence to Sequence Learning.
Generic refinement of expressive grammar formalisms with an application to discontinuous constituent parsing.
Adaptive Weighting for Neural Machine Translation.
Toward Better Loanword Identification in Uyghur Using Cross-lingual Word Embeddings.
Multi-layer Representation Fusion for Neural Machine Translation.
Gold Standard Annotations for Preposition and Verb Sense with Semantic Role Labels in Adult-Child Interactions.
Incremental Natural Language Processing: Challenges, Strategies, and Evaluation.
Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models.
Multi-Task Learning for Sequence Tagging: An Empirical Study.
Sliced Recurrent Neural Networks.
Clausal Modifiers in the Grammar Matrix.
Expressively vulgar: The socio-dynamics of vulgarity and its effects on sentiment analysis in social media.
How emotional are you? Neural Architectures for Emotion Intensity Prediction in Microblogs.
Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning.
Emotion Representation Mapping for Automatic Lexicon Construction (Mostly) Performs on Human Level.
Folksonomication: Predicting Tags for Movies from Plot Synopses using Emotion Flow Encoded Neural Network.
Neural Activation Semantic Models: Computational lexical semantic models of localized neural activations.
Towards a unified framework for bilingual terminology extraction of single-word and multi-word terms.
Learning Features from Co-occurrences: A Theoretical Analysis.
Model-Free Context-Aware Word Composition.
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction.
What represents "style" in authorship attribution?
Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty Detection.
Challenges and Opportunities of Applying Natural Language Processing in Business Process Management.
Modeling with Recurrent Neural Networks for Open Vocabulary Slots.
Authorship Attribution By Consensus Among Multiple Features.
A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware?
Information Aggregation via Dynamic Routing for Sequence Encoding.
A Reassessment of Reference-Based Grammatical Error Correction Metrics.
Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator.
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph.
What's in Your Embedding, And How It Predicts Task Performance.
Using Formulaic Expressions in Writing Assistance Systems.
Evaluation of Unsupervised Compositional Representations.
SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors.
Automatically Extracting Qualia Relations for the Rich Event Ontology.
Pluralizing Nouns across Agglutinating Bantu Languages.
Indigenous language technologies in Canada: Assessment, challenges, and successes.
Using Word Embeddings for Unsupervised Acronym Disambiguation.
Learning Multilingual Topics from Incomparable Corpora.
If you've seen some, you've seen them all: Identifying variants of multiword expressions.
ReSyf: a French lexicon with ranked synonyms.
Urdu Word Segmentation using Conditional Random Fields (CRFs).
Learning to Generate Word Representations using Subword Information.
One vs. Many QA Matching with both Word-level and Sentence-level Attention Network.
Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource.
Automatically Creating a Lexicon of Verbal Polarity Shifters: Mono- and Cross-lingual Methods for German.
Real-time Change Point Detection using On-line Topic Models.
Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection.
Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging.
Convolutional Neural Network for Universal Sentence Embeddings.
Synonymy in Bilingual Context: The CzEngClass Lexicon.
A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction.
Context-Sensitive Generation of Open-Domain Conversational Responses.
Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations.
Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language.
Stance Detection with Hierarchical Attention Network.
Exploring the Influence of Spelling Errors on Lexical Variation Measures.
Hybrid Attention based Multimodal Network for Spoken Language Classification.
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs.
Grounded Textual Entailment.
Stress Test Evaluation for Natural Language Inference.
Multimodal Grounding for Language Processing.
An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification.
Graphene: Semantically-Linked Propositions in Open Information Extraction.
Open Information Extraction from Conjunctive Sentences.
Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs.
Exploratory Neural Relation Classification for Domain Knowledge Acquisition.
Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance.
Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew.
Learning Sentiment Composition from Sentiment Lexicons.
Aspect-based summarization of pros and cons in unstructured product reviews.
Aff2Vec: Affect-Enriched Distributional Word Representations.
Responding E-commerce Product Questions via Exploiting QA Collections and Reviews.
Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models.
Joint Neural Entity Disambiguation with Output Space Search.
Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning.
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models.
A Review on Deep Learning Techniques Applied to Answer Selection.
Investigating the Working of Text Classifiers.
An Analysis of Annotated Corpora for Emotion Classification in Text.
Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia.
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags.
Towards an argumentative content search engine using weak supervision.
Learning What to Share: Leaky Multi-Task Network for Text Classification.
Lyrics Segmentation: Textual Macrostructure Detection using Convolutions.
Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification.
Task-oriented Word Embedding for Text Classification.
An Interpretable Reasoning Network for Multi-Relation Question Answering.
The APVA-TURBO Approach To Question Answering in Knowledge Base.
Location Name Extraction from Targeted Text Streams using Gazetteer-based Statistical Language Models.
Transfer Learning for Entity Recognition of Novel Classes.
Genre Identification and the Compositional Effect of Genre in Literature.
LCQMC: A Large-scale Chinese Question Matching Corpus.
A Neural Question Answering Model Based on Semi-Structured Tables.
Style Detection for Free Verse Poetry from Text and Speech.
Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps.
A Pseudo Label based Dataless Naive Bayes Algorithm for Text Classification with Seed Words.
Robust Lexical Features for Improved Neural Network Named-Entity Recognition.
An Attribute Enhanced Domain Adaptive Model for Cold-Start Spam Review Detection.
Exploiting Syntactic Structures for Humor Recognition.
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task.
Recognizing Humour using Word Associations and Humour Anchor Extraction.
CASCADE: Contextual Sarcasm Detection in Online Discussion Forums.
Treat us like the sequences we are: Prepositional Paraphrasing of Noun Compounds using LSTM.
Enhancing Sentence Embedding with Generalized Pooling.
Subword-augmented Embedding for Cloze Reading Comprehension.
Assessing Composition in Sentence Vector Representations.
Embedding Words as Distributions with a Bayesian Skip-gram Model.
A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators.
A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task.
Extractive Headline Generation Based on Learning to Rank for Community Question Answering.
Measuring the Diversity of Automatic Image Descriptions.
Structure-Infused Copy Mechanisms for Abstractive Summarization.
Reproducing and Regularizing the SCRN Model.
Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types.
A New Concept of Deep Reinforcement Learning based Augmented General Tagging System.
Variational Attention for Sequence-to-Sequence Models.
GenSense: A Generalized Sense Retrofitting Model.
Learning Word Meta-Embeddings by Autoencoding.
Contextual String Embeddings for Sequence Labeling.
Relation Induction in Word Embeddings Revisited.
A Computational Model for the Linguistic Notion of Morphological Paradigm.
Ab Initio: Automatic Latin Proto-word Reconstruction.
The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities.
Towards identifying the optimal datasize for lexically-based Bayesian inference of linguistic phylogenies.
Twitter corpus of Resource-Scarce Languages for Sentiment Analysis and Multilingual Emoji Prediction.
Killing Four Birds with Two Stones: Multi-Task Learning for Non-Literal Language Detection.
Multi-Source Multi-Class Fake News Detection.
User-Level Race and Ethnicity Predictors from Twitter Text.
Assessing Quality Estimation Models for Sentence-Level Prediction.
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion.
Crowdsourcing a Large Corpus of Clickbait on Twitter.
SMHD: a Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions.
Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources.
Neural Machine Translation with Decoding History Enhanced Attention.
Fast and Accurate Reordering with ITG Transition RNN.
Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation.
Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization.
Incorporating Syntactic Uncertainty in Neural Machine Translation with a Forest-to-Sequence Model.
Cross-media User Profiling with Joint Textual and Social User Embedding.
Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention.
Diachronic word embeddings and semantic shifts: a survey.
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction.
Local String Transduction as Sequence Labeling.
Who Feels What and Why? Annotation of a Literature Corpus with Semantic Roles of Emotions.
Fine-Grained Arabic Dialect Identification.
An Evaluation of Neural Machine Translation Models on Historical Spelling Normalization.
A Survey of Domain Adaptation for Neural Machine Translation.
Refining Source Representations with Relation Networks for Neural Machine Translation.
MEMD: A Diversity-Promoting Learning Framework for Short-Text Conversation.
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features.
Structured Dialogue Policy with Graph Neural Networks.
Dialogue-act-driven Conversation Model : An Experimental Study.
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding.
Ask No More: Deciding when to guess in referential visual dialogue.
Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems.
Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion.
Abstract Meaning Representation for Multi-Document Summarization.
Neural Relation Classification with Text Descriptions.
Adversarial Multi-lingual Neural Relation Extraction.
Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences.
Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis.
Effective Attention Modeling for Aspect-Level Sentiment Classification.
Aspect and Sentiment Aware Abstractive Review Summarization.
Automated Scoring: Beyond Natural Language Processing.
Author Profiling for Abuse Detection.
Enhanced Aspect Level Sentiment Classification with Auxiliary Memory.
An Operation Network for Abstractive Sentence Compression.
Enhancing General Sentiment Lexicons for Domain-Specific Use.
Point Precisely: Towards Ensuring the Precision of Data in Generated Texts Using Delayed Copy Mechanism.
Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training.
Towards a Language for Natural Language Treebank Transductions.
Multi-Task Neural Models for Translating Between Styles Within and Across Languages.
Encoding Sentiment Information into Word Vectors for Sentiment Analysis.
Style Obfuscation by Invariance.
Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension.
Evaluating the text quality, human likeness and tailoring component of PASS: A Dutch data-to-text system for soccer.
Learning Emotion-enriched Word Representations.
Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora.
Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings.
A review of Spanish corpora annotated with negation.
Summarization Evaluation in the Absence of Human Model Summaries Using the Compositionality of Word Embeddings.
Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing.
Open-Domain Event Detection using Distant Supervision.
A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis.
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension.
HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation.
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!
Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains.
Reading Comprehension with Graph-based Temporal-Casual Reasoning.
Vocabulary Tailored Summary Generation.
Dynamic Feature Selection with Attention in Incremental Parsing.
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis.
Self-Normalization Properties of Language Modeling.
RuSentiment: An Enriched Sentiment Analysis Dataset for Social Media in Russian.
Multi-task dialog act and sentiment recognition on Mastodon.
Ant Colony System for Multi-Document Summarization.
Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?
An Empirical Study on Fine-Grained Named Entity Recognition.
A Practical Incremental Learning Framework For Sparse Entity Extraction.
Exploiting Structure in Representation of Named Entities using Active Learning.
Neural Collective Entity Linking.
Systematic Study of Long Tail Phenomena in Entity Linking.
On Adversarial Examples for Character-Level Neural Machine Translation.
A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation.
Design Challenges in Named Entity Transliteration.
Improving Neural Machine Translation by Incorporating Hierarchical Subword Features.
Fusing Recency into Neural Machine Translation with an Inter-Sentence Gate Model.
Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches.
A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification.
Deep Enhanced Representation for Implicit Discourse Relation Recognition.
Transition-based Neural RST Parsing with Implicit Syntax Features.
Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning.
Joint Modeling of Structure Identification and Nuclearity Recognition in Macro Chinese Discourse Treebank.
Employing Text Matching Network to Recognise Nuclearity in Chinese Discourse.
Natural Language Interface for Databases Using a Dual-Encoder Model.
Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy.
Few-Shot Charge Prediction with Discriminative Legal Attributes.
Interpretation of Implicit Conditions in Database Search Dialogues.
Dynamic Multi-Level Multi-Task Learning for Sentence Simplification.
One-shot Learning for Question-Answering in Gaokao History Challenge.
Adversarial Feature Adaptation for Cross-lingual Relation Classification.
Cooperative Denoising for Distantly Supervised Relation Extraction.
Adopting the Word-Pair-Dependency-Triplets with Individual Comparison for Natural Language Inference.
A Nontrivial Sentence Corpus for the Task of Sentence Readability Assessment in Portuguese.
Authorship Identification for Literary Book Recommendations.
WikiRef: Wikilinks as a route to recommending appropriate references for scientific Wikipedia pages.
Enriching Word Embeddings with Domain Knowledge for Readability Assessment.
A Deep Dive into Word Sense Disambiguation with LSTM.
Topic or Style? Exploring the Most Useful Features for Authorship Attribution.
Par4Sim - Adaptive Paraphrasing for Text Simplification.
Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs.
Modeling the Readability of German Targeting Adults and Children: An empirically broad analysis and its cross-corpus validation.
Joint Learning from Labeled and Unlabeled Data for Information Retrieval.
Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases.
Embedding WordNet Knowledge for Textual Entailment.
Identifying Emergent Research Trends by Key Authors and Phrases.
Lexi: A tool for adaptive, personalized text simplification.
From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources.
Personalizing Lexical Simplification.
Neural Math Word Problem Solver with Reinforcement Learning.
Simple Neologism Based Domain Independent Models to Predict Year of Authorship.
Representation Learning of Entities and Documents from Knowledge Base Descriptions.
Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition.
Learning to Search in Long Documents Using Document Structure.
How Predictable is Your State? Leveraging Lexical and Contextual Information for Predicting Legislative Floor Action at the State Level.
RNN Simulations of Grammaticality Judgments on Long-distance Dependencies.
Two Local Models for Neural Constituent Parsing.
Sprucing up the trees - Error detection in treebanks.
Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis.
Neural Transition-based String Transduction for Limited-Resource Setting in Morphology.
Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort.
Challenges of language technologies for the indigenous languages of the Americas.
Unsupervised Morphology Learning with Statistical Paradigms.
Triad-based Neural Network for Coreference Resolution.
They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking.
Zero Pronoun Resolution with Attention-based Neural Network.
A New Approach to Animacy Detection.
