EMNLP - arXivDaily 期刊&会议

1909.01720 2019-09-05 cs.CL cs.SI

Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection

Lianwei Wu, Yuan Rao, Haolin Jin, Ambreen Nazir, Ling Sun

Comments 10 pages, 5 figures, EMNLP 2019

1909.01642 2019-09-05 cs.CL

ParaQG: A System for Generating Questions and Answers from Paragraphs

Vishwajeet Kumar, Sivaanandh Muneeswaran, Ganesh Ramakrishnan, Yuan-Fang Li

Comments EMNLP 2019

1909.01638 2019-09-05 cs.CL

Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?

Ivan Vulić, Goran Glavaš, Roi Reichart, Anna Korhonen

Comments EMNLP 2019 (Long paper)

1909.01610 2019-09-05 cs.CL cs.AI cs.IR

Answers Unite! Unsupervised Metrics for Reinforced Summarization Models

Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano

Comments Accepted at EMNLP 2019

1909.01567 2019-09-05 cs.AI cs.CL

A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs

Katsuhiko Hayashi, Masashi Shimbo

Comments Accepted for EMNLP-IJCNLP 2019

1909.01515 2019-09-05 cs.CL stat.ML

Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs

Mingyang Chen, Wen Zhang, Wei Zhang, Qiang Chen, Huajun Chen

Comments Accepted by EMNLP 2019

1909.01496 2019-09-05 cs.CL cs.CR cs.LG

Neural Linguistic Steganography

Zachary M. Ziegler, Yuntian Deng, Alexander M. Rush

Comments EMNLP 2019 Accepted

1909.01482 2019-09-05 cs.CL

Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing

Tao Meng, Nanyun Peng, Kai-Wei Chang

Comments 15 pages, 3 figures, published in EMNLP 2019

1909.01459 2019-09-05 cs.CL cs.LG stat.ML

Interpretable Word Embeddings via Informative Priors

Miriam Hurtado Bodell, Martin Arvidsson, Måns Magnusson

Comments 10 pages, 2 figures, EMNLP 2019

1909.01388 2019-09-05 cs.CL cs.AI

How to Build User Simulators to Train RL-based Dialog Systems

Weiyan Shi, Kun Qian, Xuewei Wang, Zhou Yu

Comments Long Paper Accepted by EMNLP 2019

1909.01380 2019-09-05 cs.CL

The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives

Elena Voita, Rico Sennrich, Ivan Titov

Comments EMNLP 2019 (camera-ready)

1909.01362 2019-09-05 cs.CL cs.AI cs.CY cs.HC physics.soc-ph

Trouble on the Horizon: Forecasting the Derailment of Online Conversations as they Develop

Jonathan P. Chang, Cristian Danescu-Niculescu-Mizil

Comments To appear in Proceedings of EMNLP 2019. Data and code to be released as part of the Cornell Conversational Analysis Toolkit (convokit.cornell.edu)

1909.01066 2019-09-05 cs.CL

Language Models as Knowledge Bases?

Fabio Petroni, Tim Rocktäschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel

Comments accepted at EMNLP 2019

1908.06177 2019-09-05 cs.LG cs.CL cs.LO stat.ML

CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text

Koustuv Sinha, Shagun Sodhani, Jin Dong, Joelle Pineau, William L. Hamilton

Comments Accepted at EMNLP 2019, 9 page content + Appendix

1904.09324 2019-09-05 cs.CL cs.AI cs.LG stat.ML

Mask-Predict: Parallel Decoding of Conditional Masked Language Models

Marjan Ghazvininejad, Omer Levy, Yinhan Liu, Luke Zettlemoyer

Comments EMNLP 2019

1909.00599 2019-09-04 cs.CL

Subword Language Model for Query Auto-Completion

Gyuwan Kim

Comments EMNLP-IJCNLP 2019; Code is available at https://github.com/clovaai/subword-qac ; 11 pages, 2 figures

1909.01296 2019-09-04 cs.CL

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking

Matthew Henderson, Ivan Vulić, Iñigo Casanueva, Paweł Budzianowski, Daniela Gerz, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrkšić, Pei-Hao Su

Comments EMNLP 2019 (Demo paper)

1909.01187 2019-09-04 cs.CL

Encode, Tag, Realize: High-Precision Text Editing

Eric Malmi, Sebastian Krause, Sascha Rothe, Daniil Mirylenka, Aliaksei Severyn

Comments EMNLP 2019

1909.01053 2019-09-04 cs.CL cs.LG

Towards Making a Dependency Parser See

Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez

Comments Camera-ready version to appear at EMNLP 2019 (final peer-reviewed manuscript). 8 pages (incl. appendix)

1909.01007 2019-09-04 cs.CL

Automatic Argument Quality Assessment -- New Datasets and Methods

Assaf Toledo, Shai Gretz, Edo Cohen-Karlik, Roni Friedman, Elad Venezian, Dan Lahav, Michal Jacovi, Ranit Aharonov, Noam Slonim

Comments Published at EMNLP 2019

1909.00131 2019-09-04 cs.CL cs.AI cs.LG

Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite

Prathyusha Jwalapuram, Shafiq Joty, Irina Temnikova, Preslav Nakov

Comments Accepted at EMNLP 2019

1909.00986 2019-09-04 cs.CL cs.LG

Certified Robustness to Adversarial Word Substitutions

Robin Jia, Aditi Raghunathan, Kerem Göksel, Percy Liang

Comments EMNLP 2019

1909.00930 2019-09-04 cs.CL

Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities

Bailin Wang, Wei Lu

Comments EMNLP 2019

1909.00868 2019-09-04 cs.LG cs.CL stat.ML

A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text

Bohan Li, Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick, Yiming Yang

Comments EMNLP 2019 short paper. The first two authors contributed equally

1909.00734 2019-09-04 cs.CL

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

Xinyu Hua, Lu Wang

Comments Accepted as a long paper to EMNLP 2019

1909.00578 2019-09-04 cs.CL

SumQE: a BERT-based Summary Quality Estimation Model

Stratos Xenouleas, Prodromos Malakasiotis, Marianna Apidianaki, Ion Androutsopoulos

Comments In Proceedings of the Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019), Hong Kong, China, 2019

1909.00512 2019-09-04 cs.CL

How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings

Kawin Ethayarajh

Comments Accepted to EMNLP 2019

1909.00502 2019-09-04 cs.CL

An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction

Shun Kiyono, Jun Suzuki, Masato Mita, Tomoya Mizumoto, Kentaro Inui

Comments Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)

1909.00444 2019-09-04 cs.CL

A Discriminative Neural Model for Cross-Lingual Word Alignment

Elias Stengel-Eskin, Tzu-Ray Su, Matt Post, Benjamin Van Durme

Comments EMNLP 2019

1909.00429 2019-09-04 cs.CL

An Improved Neural Baseline for Temporal Relation Extraction

Qiang Ning, Sanjay Subramanian, Dan Roth

Comments This short paper is accepted to EMNLP 2019; appendix included