naacl-2019.md

The Emergence of Number and Syntax Units in LSTM Language Models

• 论文链接：https://www.aclweb.org/anthology/N19-1002.pdf
• 代码链接：/~https://github.com/FAIRNS/Number_and_syntax_units_in_LSTM_LMs

Measuring the Perceptual Availability of Phonological Features During Language Acquisition Using Unsupervised Binary Stochastic Autoencoders

• 论文链接：https://www.aclweb.org/anthology/N19-1007.pdf
• 代码链接：/~https://github.com/coryshain/dnnseg

Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation

• 论文链接：https://www.aclweb.org/anthology/N19-1010.pdf
• 代码链接：/~https://github.com/nvog/lost-in-interpretation

AudioCaps: Generating Captions for Audios in The Wild

• 论文链接：https://www.aclweb.org/anthology/N19-1011.pdf
• 代码链接：https://audiocaps.github.io/

Answer-based Adversarial Training for Generating Clarification Questions

• 论文链接：https://www.aclweb.org/anthology/N19-1013.pdf
• 代码链接：/~https://github.com/raosudha89/clarification_question_generation_pytorch

Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data

• 论文链接：https://www.aclweb.org/anthology/N19-1014.pdf
• 代码链接：/~https://github.com/zhawe01/fairseq-gec

Implementation of a Chomsky-Schützenberger n-best parser for weighted multiple context-free grammars

• 论文链接：https://www.aclweb.org/anthology/N19-1016.pdf
• 代码链接：/~https://github.com/truprecht/rustomata-eval

Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle

• 论文链接：https://www.aclweb.org/anthology/N19-1018.pdf
• 代码链接：https://gitlab.com/mcoavoux/discoparset/-/releases/v1.0

CCG Parsing Algorithm with Incremental Tree Rotation

• 论文链接：https://www.aclweb.org/anthology/N19-1020.pdf
• 代码链接：/~https://github.com/stanojevic/Rotating-CCG

Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing

• 论文链接：https://www.aclweb.org/anthology/N19-1021.pdf
• 代码链接：/~https://github.com/haofuml/cyclical_annealing

Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling

• 论文链接：https://www.aclweb.org/anthology/N19-1025.pdf
• 代码链接：/~https://github.com/kingofspace0wzz/wae-rnf-lm

FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase

• 论文链接：https://www.aclweb.org/anthology/N19-1028.pdf
• 代码链接：/~https://github.com/kelvin-jiang/FreebaseQA

ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clusters

• 论文链接：https://www.aclweb.org/anthology/N19-1027.pdf
• 代码链接：http://qa.mpi-inf.mpg.de/comqa/

Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering

• 论文链接：https://www.aclweb.org/anthology/N19-1030.pdf
• 代码链接：/~https://github.com/nijianmo/arc-etrr-code

BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering

• 论文链接：https://www.aclweb.org/anthology/N19-1032.pdf
• 代码链接：/~https://github.com/caoyu1991/BAG

Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation

• 论文链接：https://www.aclweb.org/anthology/N19-1033.pdf
• 代码链接：/~https://github.com/raduionescu/vlawe-boswe/

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence

• 论文链接：https://www.aclweb.org/anthology/N19-1035.pdf
• 代码链接：/~https://github.com/HSLCY/ABSA-BERT-pair

A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification

• 论文链接：https://www.aclweb.org/anthology/N19-1036.pdf
• 代码链接：/~https://github.com/HKUST-KnowComp/VWS-DMSC

HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition

• 论文链接：https://www.aclweb.org/anthology/N19-1037.pdf
• 代码链接：/~https://github.com/wxjiao/HiGRUs

ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems

• 论文链接：https://www.aclweb.org/anthology/N19-1041.pdf
• 代码链接：/~https://github.com/ijauregiCMCRC/ReWE_NMT

Lost in Machine Translation: A Method to Reduce Meaning Loss

• 论文链接：https://www.aclweb.org/anthology/N19-1042.pdf
• 代码链接：/~https://github.com/reubenharry/pragmatic-translation

Aligning Vector-spaces with Noisy Supervised Lexicon

• 论文链接：https://www.aclweb.org/anthology/N19-1045.pdf
• 代码链接：/~https://github.com/NoaKel/Noise-Aware-Alignment

Content Differences in Syntactic and Semantic Representation

• 论文链接：https://www.aclweb.org/anthology/N19-1047.pdf
• 代码链接：/~https://github.com/danielhers/synsem

Evaluating Style Transfer for Text

• 论文链接：https://www.aclweb.org/anthology/N19-1049.pdf
• 代码链接：/~https://github.com/passeul/style-transfer-model-evaluation

Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition

• 论文链接：https://www.aclweb.org/anthology/N19-1050.pdf
• 代码链接：http://saifmohammad.com/WebPages/BiRD.html

Seeing Things from a Different Angle:Discovering Diverse Perspectives about Claims

• 论文链接：https://www.aclweb.org/anthology/N19-1053.pdf
• 代码链接：/~https://github.com/CogComp/perspectrum

CITE: A Corpus of Image-Text Discourse Relations

• 论文链接：https://www.aclweb.org/anthology/N19-1056.pdf
• 代码链接：/~https://github.com/malihealikhani/CITE

Learning Outside the Box: Discourse-level Features Improve Metaphor Identification

• 论文链接：https://www.aclweb.org/anthology/N19-1059.pdf
• 代码链接：/~https://github.com/jayelm/broader-metaphor

Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them

• 论文链接：https://www.aclweb.org/anthology/N19-1061.pdf
• 代码链接：/~https://github.com/gonenhila/gender_bias_lipstick

On Measuring Social Biases in Sentence Encoders

• 论文链接：https://www.aclweb.org/anthology/N19-1063.pdf
• 代码链接：/~https://github.com/W4ngatang/sent-bias

Combining Sentiment Lexica with a Multi-View Variational Autoencoder

• 论文链接：https://www.aclweb.org/anthology/N19-1065.pdf
• 代码链接：/~https://github.com/ahoho/SentiVAE

Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling

• 论文链接：https://www.aclweb.org/anthology/N19-1066.pdf
• 代码链接：/~https://github.com/zhangmeishan/SRL4ORL

Generalizing Unmasking for Short Texts

• 论文链接：https://www.aclweb.org/anthology/N19-1068.pdf
• 代码链接：/~https://github.com/webis-de/NAACL-19

SEQˆ3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression

• 论文链接：https://www.aclweb.org/anthology/N19-1071.pdf
• 代码链接：/~https://github.com/cbaziotis/seq3

Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation

• 论文链接：https://www.aclweb.org/anthology/N19-1072.pdf
• 代码链接：/~https://github.com/OriShapira/LitePyramids

Fast Concept Mention Grouping for Concept Map-based Multi-Document Summarization

• 论文链接：https://www.aclweb.org/anthology/N19-1074.pdf
• 代码链接：/~https://github.com/UKPLab/naacl2019-cmaps-lshcw

Syntax-aware Neural Semantic Role Labeling with Supertags

• 论文链接：https://www.aclweb.org/anthology/N19-1075.pdf
• 代码链接：/~https://github.com/jungokasai/stagging_srl

Viable Dependency Parsing as Sequence Labeling

• 论文链接：https://www.aclweb.org/anthology/N19-1077.pdf
• 代码链接：/~https://github.com/mstrise/dep2label

Better Modeling of Incomplete Annotations for Named Entity Recognition

• 论文链接：https://www.aclweb.org/anthology/N19-1079.pdf
• 代码链接：http://statnlp.org/research/ie/

Event Detection without Triggers

• 论文链接：https://www.aclweb.org/anthology/N19-1080.pdf
• 代码链接：/~https://github.com/liushulinle/event_detection_without_triggers

Sub-event detection from twitter streams as a sequence labeling problem

• 论文链接：https://www.aclweb.org/anthology/N19-1081.pdf
• 代码链接：/~https://github.com/bekou/subevent_sequence_labeling

Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing

• 论文链接：https://www.aclweb.org/anthology/N19-1084.pdf
• 代码链接：/~https://github.com/xwhan/Extremely-Fine-Grained-Entity-Typing

Sentence Embedding Alignment for Lifelong Relation Extraction

• 论文链接：https://www.aclweb.org/anthology/N19-1086.pdf
• 代码链接：/~https://github.com/hongwang600/Lifelong_Relation_Detection

Adversarial Decomposition of Text Representation

• 论文链接：https://www.aclweb.org/anthology/N19-1088.pdf
• 代码链接：/~https://github.com/text-machine-lab/adversarial_decomposition

PoMo: Generating Entity-Specific Post-Modifiers in Contexts

• 论文链接：https://www.aclweb.org/anthology/N19-1089.pdf
• 代码链接：https://stonybrooknlp.github.io/PoMo/

Incorporating Context and External Knowledge for Pronoun Coreference Resolution

• 论文链接：https://www.aclweb.org/anthology/N19-1093.pdf
• 代码链接：/~https://github.com/HKUST-KnowComp/Pronoun-Coref

A Systematic Study of Leveraging Subword Information for Learning Word Representations

• 论文链接：https://www.aclweb.org/anthology/N19-1097.pdf
• 代码链接：/~https://github.com/cambridgeltl/sw_study

Better Word Embeddings by Disentangling Contextual n-Gram Information

• 论文链接：https://www.aclweb.org/anthology/N19-1098.pdf
• 代码链接：/~https://github.com/epfml/sent2vec

Correlation Coefficients and Semantic Textual Similarity

• 论文链接：https://www.aclweb.org/anthology/N19-1100.pdf
• 代码链接：/~https://github.com/babylonhealth/corrsim

Strong Baselines for Complex Word Identification across Multiple Languages

• 论文链接：https://www.aclweb.org/anthology/N19-1102.pdf
• 代码链接：/~https://github.com/sheffieldnlp/cwi

Adversarial Training for Weakly Supervised Event Detection

• 论文链接：https://www.aclweb.org/anthology/N19-1105.pdf
• 代码链接：/~https://github.com/thunlp/Adv-ED

Relation Extraction with Temporal Reasoning Based on Memory Augmented Distant Supervision

• 论文链接：https://www.aclweb.org/anthology/N19-1107.pdf
• 代码链接：/~https://github.com/ElliottYan/DS_Temporal

Integrating Semantic Knowledge to Tackle Zero-shot Text Classification

• 论文链接：https://www.aclweb.org/anthology/N19-1108.pdf
• 代码链接：/~https://github.com/JingqingZ/KG4ZeroShotText

Cooperative Learning of Disjoint Syntax and Semantics

• 论文链接：https://www.aclweb.org/anthology/N19-1115.pdf
• 代码链接：/~https://github.com/facebookresearch/latent-treelstm

Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders

• 论文链接：https://www.aclweb.org/anthology/N19-1116.pdf
• 代码链接：/~https://github.com/iesl/diora

Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations

• 论文链接：https://www.aclweb.org/anthology/N19-1118.pdf
• 代码链接：/~https://github.com/zhangmeishan/SYN4NMT

Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models

• 论文链接：https://www.aclweb.org/anthology/N19-1123.pdf
• 代码链接：/~https://github.com/snakeztc/NeuralDialog-LaRL

Jointly Optimizing Diversity and Relevance in Neural Response Generation

• 论文链接：https://www.aclweb.org/anthology/N19-1125.pdf
• 代码链接：/~https://github.com/golsun/SpaceFusion

Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together

• 论文链接：https://www.aclweb.org/anthology/N19-1127.pdf
• 代码链接：/~https://github.com/taoshen58/mtsa

WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations

• 论文链接：https://www.aclweb.org/anthology/N19-1128.pdf
• 代码链接：https://pilehvar.github.io/wic/

Does My Rebuttal Matter? Insights from a Major NLP Conference

• 论文链接：https://www.aclweb.org/anthology/N19-1129.pdf
• 代码链接：/~https://github.com/UKPLab/naacl2019-does-my-rebuttal-matter

Cross-Corpora Evaluation and Analysis of Grammatical Error Correction Models — Is Single-Corpus Evaluation Enough?

• 论文链接：https://www.aclweb.org/anthology/N19-1132.pdf
• 代码链接：/~https://github.com/tomo-wb/GEC_CCE

Joint Multi-Label Attention Networks for Social Text Annotation

• 论文链接：https://www.aclweb.org/anthology/N19-1136.pdf
• 代码链接：/~https://github.com/acadTags/Automated-Social-Annotation

Analyzing the Perceived Severity of Cybersecurity Threats Reported on Social Media

• 论文链接：https://www.aclweb.org/anthology/N19-1140.pdf
• 代码链接：/~https://github.com/viczong/cybersecurity_threat_severity_analysis

Issue Framing in Online Discussion Fora

• 论文链接：https://www.aclweb.org/anthology/N19-1142.pdf
• 代码链接：/~https://github.com/coastalcph/issue_framing

Using Similarity Measures to Select Pretraining Data for NER

• 论文链接：https://www.aclweb.org/anthology/N19-1149.pdf
• 代码链接：https://drive.google.com/drive/folders/1LXyjRHmqwxov9unuLPQto7f5HztzzzrA

Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction

• 论文链接：https://www.aclweb.org/anthology/N19-1150.pdf
• 代码链接：/~https://github.com/bepnye/EBM-NLP

A Silver Standard Corpus of Human Phenotype-Gene Relations

• 论文链接：https://www.aclweb.org/anthology/N19-1152.pdf
• 代码链接：/~https://github.com/lasigeBioTM/PGR

Improving Lemmatization of Non-Standard Languages with Joint Learning

• 论文链接：https://www.aclweb.org/anthology/N19-1153.pdf
• 代码链接：/~https://github.com/emanjavacas/pie

A Simple Joint Model for Improved Contextual Neural Lemmatization

• 论文链接：https://www.aclweb.org/anthology/N19-1155.pdf
• 代码链接：https://sigmorphon.github.io/sharedtasks/2019/task2/

Recursive Subtree Composition in LSTM-Based Dependency Parsing

• 论文链接：https://www.aclweb.org/anthology/N19-1159.pdf
• 代码链接：/~https://github.com/mdelhoneux/uuparser-composition

Cross-lingual CCG Induction

• 论文链接：https://www.aclweb.org/anthology/N19-1160.pdf
• 代码链接：/~https://github.com/texttheater/xlci

Density Matching for Bilingual Word Embedding

• 论文链接：https://www.aclweb.org/anthology/N19-1161.pdf
• 代码链接：/~https://github.com/violet-zct/DeMa-BWE

Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing

• 论文链接：https://www.aclweb.org/anthology/N19-1162.pdf
• 代码链接：/~https://github.com/TalSchuster/CrossLingualELMo

Early Rumour Detection

• 论文链接：https://www.aclweb.org/anthology/N19-1163.pdf
• 代码链接：/~https://github.com/DeepBrainAI/ERD

Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems

• 论文链接：https://www.aclweb.org/anthology/N19-1165.pdf
• 代码链接：/~https://github.com/UKPLab/naacl2019-like-humans-visual-attacks

No Permanent Friends or Enemies: Tracking Relationships between Nations from News

• 论文链接：https://www.aclweb.org/anthology/N19-1167.pdf
• 代码链接：/~https://github.com/BoulderDS/LARN

What makes a good conversation? How controllable attributes affect human judgments

• 论文链接：https://www.aclweb.org/anthology/N19-1170.pdf
• 代码链接：https://parl.ai/projects/controllable_dialogue/

Pun Generation with Surprise

• 论文链接：https://www.aclweb.org/anthology/N19-1172.pdf
• 代码链接：/~https://github.com/hhexiy/pungen

Single Document Summarization as Tree Induction

• 论文链接：https://www.aclweb.org/anthology/N19-1173.pdf
• 代码链接：/~https://github.com/nlpyang/SUMO

Fixed That for You: Generating Contrastive Claims with Semantic Edits

• 论文链接：https://www.aclweb.org/anthology/N19-1174.pdf
• 代码链接：/~https://github.com/chridey/fixedthat

A Streamlined Method for Sourcing Discourse-level Argumentation Annotations from the Crowd

• 论文链接：https://www.aclweb.org/anthology/N19-1177.pdf
• 代码链接：/~https://github.com/UKPLab/naacl2019-argument-annotations

Combining Distant and Direct Supervision for Neural Relation Extraction

• 论文链接：https://www.aclweb.org/anthology/N19-1184.pdf
• 代码链接：/~https://github.com/allenai/comb_dist_direct_relex/

Improving Robustness of Machine Translation with Synthetic Noise

• 论文链接：https://www.aclweb.org/anthology/N19-1190.pdf
• 代码链接：/~https://github.com/MysteryVaibhav/robust_mtnt

Value-based Search in Execution Space for Mapping Instructions to Programs

• 论文链接：https://www.aclweb.org/anthology/N19-1193.pdf
• 代码链接：https://gitlab.com/tau-nlp/vbsix-lang2program

Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models

• 论文链接：https://www.aclweb.org/anthology/N19-1196.pdf
• 代码链接：/~https://github.com/VictorProkhorov/Text2Path/

Cross-lingual Visual Verb Sense Disambiguation

• 论文链接：https://www.aclweb.org/anthology/N19-1200.pdf
• 代码链接：/~https://github.com/spandanagella/multisense

Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation

• 论文链接：https://www.aclweb.org/anthology/N19-1207.pdf
• 代码链接：/~https://github.com/Izecson/saml-nmt

Short-Term Meaning Shift: A Distributional Exploration

• 论文链接：https://www.aclweb.org/anthology/N19-1210.pdf
• 代码链接：/~https://github.com/marcodel13/Short-term-meaning-shift

Detecting Derogatory Compounds – An Unsupervised Approach

• 论文链接：https://www.aclweb.org/anthology/N19-1211.pdf
• 代码链接：/~https://github.com/uds-lsv/offensive-compounds

Joint Detection and Location of English Puns

• 论文链接：https://www.aclweb.org/anthology/N19-1217.pdf
• 代码链接：/~https://github.com/zoezou2015/PunLocation

Harry Potter and the Action Prediction Challenge from Natural Language

• 论文链接：https://www.aclweb.org/anthology/N19-1218/
• 代码链接：/~https://github.com/aghie/hpac

Argument Mining for Understanding Peer Reviews

• 论文链接：https://www.aclweb.org/anthology/N19-1219.pdf
• 代码链接：http://xinyuhua.github.io/Resources/naacl19/

An annotated dataset of literary entities

• 论文链接：https://www.aclweb.org/anthology/N19-1220.pdf
• 代码链接：/~https://github.com/dbamman/NAACL2019-literary-entities

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization

• 论文链接：https://www.aclweb.org/anthology/N19-1226.pdf
• 代码链接：/~https://github.com/daiquocnguyen/CapsE

Sequential Attention with Keyword Mask Model for Community-based Question Answering

• 论文链接：https://www.aclweb.org/anthology/N19-1228.pdf
• 代码链接：/~https://github.com/sheep-for/question_answer_matching

Evaluating Text GANs as Language Models

• 论文链接：https://www.aclweb.org/anthology/N19-1233.pdf
• 代码链接：/~https://github.com/GuyTevet/SeqGAN-eval、
• 代码链接：/~https://github.com/GuyTevet/rnn-gan-eval

Neural Text Generation from Rich Semantic Representations

• 论文链接：https://www.aclweb.org/anthology/N19-1235.pdf
• 代码链接：/~https://github.com/shlurbee/dmrs-text-generation-naacl2019

Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation

• 论文链接：https://www.aclweb.org/anthology/N19-1236.pdf
• 代码链接：/~https://github.com/AmitMY/chimera

Text Generation from Knowledge Graphs with Graph Transformers

• 论文链接：https://www.aclweb.org/anthology/N19-1238.pdf
• 代码链接：/~https://github.com/rikdz/GraphWriter

BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis

• 论文链接：https://www.aclweb.org/anthology/N19-1242.pdf
• 代码链接：/~https://github.com/howardhsu/Meta-Open-World-Learning

MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

• 论文链接：https://www.aclweb.org/anthology/N19-1245.pdf
• 代码链接：https://math-qa.github.io/math-QA/

DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs

• 论文链接：https://www.aclweb.org/anthology/N19-1246.pdf
• 代码链接：https://allennlp.org/drop

An Encoding Strategy Based Word-Character LSTM for Chinese NER

• 论文链接：https://www.aclweb.org/anthology/N19-1247.pdf
• 代码链接：/~https://github.com/liuwei1206/CCW-NER

A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages

• 论文链接：https://www.aclweb.org/anthology/N19-1252.pdf
• 代码链接：/~https://github.com/isi-nlp/universal-cipher-pos-tagging.git

On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing

• 论文链接：https://www.aclweb.org/anthology/N19-1253.pdf
• 代码链接：/~https://github.com/uclanlp/CrossLingualDepParser

Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling

• 论文链接：https://www.aclweb.org/anthology/N19-1259.pdf
• 代码链接：/~https://github.com/NJUNLP/TOWE

Abstractive Summarization of Reddit Posts with Multi-level Memory Networks

• 论文链接：https://www.aclweb.org/anthology/N19-1260.pdf
• 代码链接：/~https://github.com/ctr4si/MMN

Data-efficient Neural Text Compression with Interactive Learning

• 论文链接：https://www.aclweb.org/anthology/N19-1262/
• 代码链接：/~https://github.com/UKPLab/NAACL2019-interactiveCompression

Text Generation with Exemplar-based Adaptive Decoding

• 论文链接：https://www.aclweb.org/anthology/N19-1263.pdf
• 代码链接：https://homes.cs.washington.edu/~hapeng

Guiding Extractive Summarization with Question-Answering Rewards

• 论文链接：https://www.aclweb.org/anthology/N19-1264.pdf
• 代码链接：/~https://github.com/ucfnlp/summ_qa_rewards

Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat

• 论文链接：https://www.aclweb.org/anthology/N19-1265.pdf
• 代码链接：/~https://github.com/shekharRavi/Beyond-Task-Success-NAACL2019

Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout

• 论文链接：https://www.aclweb.org/anthology/N19-1268.pdf
• 代码链接：/~https://github.com/airsplay/R2R-EnvDrop

Improving Machine Reading Comprehension with General Reading Strategies

• 论文链接：https://www.aclweb.org/anthology/N19-1270.pdf
• 代码链接：/~https://github.com/nlpdata/strategy/

Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension

• 论文链接：https://www.aclweb.org/anthology/N19-1271.pdf
• 代码链接：/~https://github.com/xycforgithub/MultiTask-MRC

Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems

• 论文链接：https://www.aclweb.org/anthology/N19-1272.pdf
• 代码链接：/~https://github.com/MiuLab/E2EMathSolver

Iterative Search for Weakly Supervised Semantic Parsing

• 论文链接：https://www.aclweb.org/anthology/N19-1273.pdf
• 代码链接：/~https://github.com/allenai/iterative-search-semparse

Alignment over Heterogeneous Embeddings for Question Answering

• 论文链接：https://www.aclweb.org/anthology/N19-1274.pdf
• 代码链接：/~https://github.com/vikas95/AHE

Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions

• 论文链接：https://www.aclweb.org/anthology/N19-1275.pdf
• 代码链接：/~https://github.com/omidrohanian/gappy-mwes

Incorporating Word Attention into Character-Based Word Segmentation

• 论文链接：https://www.aclweb.org/anthology/N19-1276.pdf
• 代码链接：/~https://github.com/shigashiyama/seikanlp

VCWE: Visual Character-Enhanced Word Embeddings

• 论文链接：https://www.aclweb.org/anthology/N19-1277.pdf
• 代码链接：/~https://github.com/HSLCY/VCWE

Subword Encoding in Lattice LSTM for Chinese Word Segmentation

• 论文链接：https://www.aclweb.org/anthology/N19-1278.pdf
• 代码链接：/~https://github.com/jiesutd/SubwordEncoding-CWS

Improving Cross-Domain Chinese Word Segmentation with Word Embeddings

• 论文链接：https://www.aclweb.org/anthology/N19-1279.pdf
• 代码链接：/~https://github.com/vatile/CWS-NAACL2019

Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging

• 论文链接：https://www.aclweb.org/anthology/N19-1280.pdf
• 代码链接：http://cistern.cis.lmu.de/semiCRF

Shrinking Japanese Morphological Analyzers With Neural Networks and Semi-supervised Learning

• 论文链接：https://www.aclweb.org/anthology/N19-1281.pdf
• 代码链接：/~https://github.com/eiennohito/rakkyo

A Dynamic Speaker Model for Conversational Interactions

• 论文链接：https://www.aclweb.org/anthology/N19-1284.pdf
• 代码链接：/~https://github.com/hao-cheng/dynamic_speaker_model.git

Fluent Translations from Disfluent Speech in End-to-End Speech Translation

• 论文链接：https://www.aclweb.org/anthology/N19-1285.pdf
• 代码链接：/~https://github.com/isl-mt/fluent-fisher

Document-Level Event Factuality Identification via Adversarial Neural Network

• 论文链接：https://www.aclweb.org/anthology/N19-1287.pdf
• 代码链接：/~https://github.com/qz011/dlef

Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

• 论文链接：https://www.aclweb.org/anthology/N19-1288.pdf
• 代码链接：/~https://github.com/ZhixiuYe/Intra-Bag-and-Inter-Bag-Attentions

An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction

• 论文链接：https://www.aclweb.org/anthology/N19-1292.pdf
• 代码链接：/~https://github.com/Chen-Wang-CUHK/KG-KE-KR-M

Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering

• 论文链接：https://www.aclweb.org/anthology/N19-1294.pdf
• 代码链接：/~https://github.com/herbertchen1/NFETC-CLSC

Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks

• 论文链接：https://www.aclweb.org/anthology/N19-1295.pdf
• 代码链接：/~https://github.com/createmomo/instance-level-reliability

Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations

• 论文链接：https://www.aclweb.org/anthology/N19-1296.pdf
• 代码链接：/~https://github.com/lancopku/RMSC

Fact Discovery from Knowledge Base via Facet Decomposition

• 论文链接：https://www.aclweb.org/anthology/N19-1297.pdf
• 代码链接：/~https://github.com/thunlp/FFD

A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction

• 论文链接：https://www.aclweb.org/anthology/N19-1298.pdf
• 代码链接：/~https://github.com/catcd/RbSP

BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

• 论文链接：https://www.aclweb.org/anthology/N19-1300.pdf
• 代码链接：https://goo.gl/boolq

GenderQuant: Quantifying Mention-Level Genderedness

• 论文链接：https://www.aclweb.org/anthology/N19-1303.pdf
• 代码链接：https://ucinlp.github.io/GenderQuant/

Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings

• 论文链接：https://www.aclweb.org/anthology/N19-1304.pdf
• 代码链接：/~https://github.com/ddemszky/framing-twitter

A general framework for information extraction using dynamic span graphs

• 论文链接：https://www.aclweb.org/anthology/N19-1308.pdf
• 代码链接：/~https://github.com/luanyi/DyGIE

Structured Minimally Supervised Learning for Neural Relation Extraction

• 论文链接：https://www.aclweb.org/anthology/N19-1310.pdf
• 代码链接：/~https://github.com/bflashcp3f/PCNN-NMAR

Selective Attention for Context-aware Neural Machine Translation

• 论文链接：https://www.aclweb.org/anthology/N19-1313.pdf
• 代码链接：/~https://github.com/sameenmaruf/selective-attn

On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models

• 论文链接：https://www.aclweb.org/anthology/N19-1314.pdf
• 代码链接：/~https://github.com/pmichel31415/teapot-nlp

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction

• 论文链接：https://www.aclweb.org/anthology/N19-1315.pdf
• 代码链接：/~https://github.com/hassyGo/NLG-RL

Mitigating Uncertainty in Document Classification

• 论文链接：https://www.aclweb.org/anthology/N19-1316.pdf
• 代码链接：/~https://github.com/xuczhang/UncertainDC

Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification

• 论文链接：https://www.aclweb.org/anthology/N19-1317.pdf
• 代码链接：/~https://github.com/rekriz11/sockeye-recipes

Predicting Helpful Posts in Open-Ended Discussion Forums: A Neural Architecture

• 论文链接：https://www.aclweb.org/anthology/N19-1318.pdf
• 代码链接：/~https://github.com/WING-NUS/post-helpfulness

Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction

• 论文链接：https://www.aclweb.org/anthology/N19-1323.pdf
• 代码链接：/~https://github.com/billy-inn/HRERE

Using Large Corpus N-gram Statistics to Improve Recurrent Neural Language Models

• 论文链接：https://www.aclweb.org/anthology/N19-1330.pdf
• 代码链接：/~https://github.com/yangyiben/Conditional-N-gram-Regularization

Continual Learning for Sentence Representations Using Conceptors

• 论文链接：https://www.aclweb.org/anthology/N19-1331.pdf
• 代码链接：/~https://github.com/liutianlin0121/contSentEmbed

Relation Discovery with Out-of-Relation Knowledge Base as Supervision

• 论文链接：https://www.aclweb.org/anthology/N19-1332.pdf
• 代码链接：/~https://github.com/HKUST-KnowComp/RE-RegDVAE

Evaluating and Enhancing the Robustness of Dialogue Systems: A Case Study on a Negotiation Agent

• 论文链接：https://www.aclweb.org/anthology/N19-1336.pdf
• 代码链接：/~https://github.com/cmhcbb/Robustness-of-Dialogue-systems

Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications

• 论文链接：https://www.aclweb.org/anthology/N19-1337.pdf
• 代码链接：https://pouyapez.github.io/criage

Semantic Role Labeling with Associated Memory Network

• 论文链接：https://www.aclweb.org/anthology/N19-1340.pdf
• 代码链接：/~https://github.com/Frozenmad/AMN_SRL

Better, Faster, Stronger Sequence Tagging Constituent Parsers

• 论文链接：https://www.aclweb.org/anthology/N19-1341.pdf
• 代码链接：/~https://github.com/aghie/tree2labels

Neural Chinese Address Parsing

• 论文链接：https://www.aclweb.org/anthology/N19-1346.pdf
• 代码链接：https://statnlp-research.github.io/publications/

Learning Hierarchical Discourse-level Structure for Fake News Detection

• 论文链接：https://www.aclweb.org/anthology/N19-1347.pdf
• 代码链接：/~https://github.com/hamidkarimi/HDSF

DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion

• 论文链接：https://www.aclweb.org/anthology/N19-1348.pdf
• 代码链接：https://discofuse.page.link/data

Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation

• 论文链接：https://www.aclweb.org/anthology/N19-1349.pdf
• 代码链接：/~https://github.com/wjko2/Linguistically-Informed-Specificity-and-Semantic-Plausibility-for-Dialogue-Generation

Learning to Describe Unknown Phrases with Local and Global Contexts

• 论文链接：https://www.aclweb.org/anthology/N19-1350.pdf
• 代码链接：/~https://github.com/shonosuke/ishiwatari-naacl2019

Mining Discourse Markers for Unsupervised Sentence Representation Learning

• 论文链接：https://www.aclweb.org/anthology/N19-1351.pdf
• 代码链接：/~https://github.com/synapse-developpement/Discovery

How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection

• 论文链接：https://www.aclweb.org/anthology/N19-1352.pdf
• 代码链接：/~https://github.com/wenhuchen/Variational-Vocabulary-Selection

Subword-based Compact Reconstruction of Word Embeddings

• 论文链接：https://www.aclweb.org/anthology/N19-1353.pdf
• 代码链接：/~https://github.com/losyer/compact_reconstruction

AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning

• 论文链接：https://www.aclweb.org/anthology/N19-1355.pdf
• 代码链接：/~https://github.com/HanGuo97/AutoSeM

Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages

• 论文链接：https://www.aclweb.org/anthology/N19-1356.pdf
• 代码链接：/~https://github.com/Shaul1321/rnn_typology

Attention is not Explanation

• 论文链接：https://www.aclweb.org/anthology/N19-1357.pdf
• 代码链接：/~https://github.com/successar/AttentionExplanation

Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning

• 论文链接：https://www.aclweb.org/anthology/N19-1358/
• 代码链接：/~https://github.com/rajammanabrolu/KG-DQN

Context Dependent Semantic Parsing over Temporally Structured Data

• 论文链接：https://www.aclweb.org/anthology/N19-1360.pdf
• 代码链接：/~https://github.com/charleschen1015/SemanticParsing

Structural Scaffolds for Citation Intent Classification in Scientific Publications

• 论文链接：https://www.aclweb.org/anthology/N19-1361.pdf
• 代码链接：/~https://github.com/allenai/scicite

pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference

• 论文链接：https://www.aclweb.org/anthology/N19-1362.pdf
• 代码链接：/~https://github.com/mandarjoshi90/pair2vec

Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation

• 论文链接：https://www.aclweb.org/anthology/N19-1363.pdf
• 代码链接：/~https://github.com/malllabiisc/DiPS

Structural Neural Encoders for AMR-to-text Generation

• 论文链接：https://www.aclweb.org/anthology/N19-1366.pdf
• 代码链接：/~https://github.com/mdtux89/OpenNMT-py-AMR-to-text

Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs

• 论文链接：https://www.aclweb.org/anthology/N19-1368.pdf
• 代码链接：/~https://github.com/debjitpaul/Multi-Hop-Knowledge-Paths-Human-Needs

Inferring Which Medical Treatments Work from Reports of Clinical Trials

• 论文链接：https://www.aclweb.org/anthology/N19-1371.pdf
• 代码链接：http://evidence-inference.ebm-nlp.com/

Decay-Function-Free Time-Aware Attention to Context and Speaker Indicator for Spoken Language Understanding

• 论文链接：https://www.aclweb.org/anthology/N19-1372.pdf
• 代码链接：/~https://github.com/jgkimi/Decay-Function-Free-Time-Aware

What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue

• 论文链接：https://www.aclweb.org/anthology/N19-1378.pdf
• 代码链接：/~https://github.com/amore-upf/analysis-entity-centric-nns

Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog

• 论文链接：https://www.aclweb.org/anthology/N19-1380.pdf
• 代码链接：https://fb.me/multilingual_task_oriented_data

Evaluating Coherence in Dialogue Systems using Entailment

• 论文链接：https://www.aclweb.org/anthology/N19-1381.pdf
• 代码链接：/~https://github.com/nouhadziri/DialogEntailment

Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging

• 论文链接：https://www.aclweb.org/anthology/N19-1383.pdf
• 代码链接：/~https://github.com/wilburOne/AdversarialNameTagger

Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training

• 论文链接：https://www.aclweb.org/anthology/N19-1386.pdf
• 代码链接：https://ntunlpsg.github.io/project/unsup-word-translation/

A Large-Scale Comparison of Historical Text Normalization Systems

• 论文链接：https://www.aclweb.org/anthology/N19-1389.pdf
• 代码链接：/~https://github.com/coastalcph/histnorm

Context-Aware Cross-Lingual Mapping

• 论文链接：https://www.aclweb.org/anthology/N19-1391.pdf
• 代码链接：/~https://github.com/h-aldarmaki/sent_translation_retrieval

Polyglot Contextual Representations Improve Crosslingual Transfer

• 论文链接：https://www.aclweb.org/anthology/N19-1392.pdf
• 代码链接：/~https://github.com/pmulcaire/rosita

Recommendations for Datasets for Source Code Summarization

• 论文链接：https://www.aclweb.org/anthology/N19-1394.pdf
• 代码链接：http://leclair.tech/data/funcom/

Understanding the Behaviour of Neural Abstractive Summarizers using Contrastive Examples

• 论文链接：https://www.aclweb.org/anthology/N19-1396.pdf
• 代码链接：/~https://github.com/krtin/ContrastiveSummaries

Jointly Extracting and Compressing Documents with Summary State Representations

• 论文链接：https://www.aclweb.org/anthology/N19-1397.pdf
• 代码链接：/~https://github.com/Priberam/exconsumm

News Article Teaser Tweets and How to Generate Them

• 论文链接：https://www.aclweb.org/anthology/N19-1398.pdf
• 代码链接：/~https://github.com/sanjeevkrn/teaser_collect

Positional Encoding to Control Output Sequence Length

• 论文链接：https://www.aclweb.org/anthology/N19-1401.pdf
• 代码链接：/~https://github.com/takase/control-length

Pre-trained language model representations for language generation

• 论文链接：https://www.aclweb.org/anthology/N19-1409.pdf
• 代码链接：/~https://github.com/pytorch/fairseq/tree/bi_trans_lm/examples/pretraining

Pragmatically Informative Text Generation

• 论文链接：https://www.aclweb.org/anthology/N19-1410.pdf
• 代码链接：/~https://github.com/sIncerass/prag_generation

Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation

• 论文链接：https://www.aclweb.org/anthology/N19-1411.pdf
• 代码链接：/~https://github.com/HareeshBahuleyan/probabilistic_nlg

Benchmarking Hierarchical Script Knowledge

• 论文链接：https://www.aclweb.org/anthology/N19-1412.pdf
• 代码链接：/~https://github.com/janmbuys/ScriptTransduction

Training Data Augmentation for Context-Sensitive Neural Lemmatizer Using Inflection Tables and Raw Text

• 论文链接：https://www.aclweb.org/anthology/N19-1418.pdf
• 代码链接：https://bitbucket.org/tomsbergmanis/data_augumentation_um_wiki/src/master/

A Structural Probe for Finding Syntax in Word Representations

• 论文链接：https://www.aclweb.org/anthology/N19-1419.pdf
• 代码链接：/~https://github.com/john-hewitt/structural-probes

CNM: An Interpretable Complex-valued Network for Matching

• 论文链接：https://www.aclweb.org/anthology/N19-1420.pdf
• 代码链接：/~https://github.com/wabyking/qnn