The Unstoppable Rise of Computational Linguistics in Deep Learning ACL-2020

Designing Precise and Robust Dialogue Response Evaluators ACL-2020

Learning an Unreferenced Metric for Online Dialogue Evaluation ACL-2020

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

Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering ACL-2020

Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction ACL-2020

How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence ACL-2020

Neural Graph Matching Networks for Chinese Short Text Matching ACL-2020

Modeling Long Context for Task-Oriented Dialogue State Generation ACL-2020

SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check ACL-2020

Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen ACL-2020

That is a Known Lie: Detecting Previously Fact-Checked Claims ACL-2020

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

Supervised Disambiguation of German Verbal Idioms with a BiLSTM Architecture ACL-2020 Fig-Lang-2020 WS-2020

GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL-2020

Automatically Ranked Russian Paraphrase Corpus for Text Generation ACL-2020 NGT-2020 WS-2020

Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples ACL-2020

Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates ACL-2020

LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation ACL-2020

Smart To-Do: Automatic Generation of To-Do Items from Emails ACL-2020

Evaluating Natural Alpha Embeddings on Intrinsic and Extrinsic Tasks ACL-2020 RepL4NLP-2020 WS-2020

Pretrained Transformers Improve Out-of-Distribution Robustness ACL-2020

Multilingual Universal Sentence Encoder for Semantic Retrieval ACL-2020

Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity ACL-2020 BioNLP-2020 WS-2020

Answering Complex Questions by Combining Information from Curated and Extracted Knowledge Bases ACL-2020 NLI-2020 WS-2020

Predicting the Difficulty and Response Time of Multiple Choice Questions Using Transfer Learning ACL-2020 BEA-2020 WS-2020

Distilling the Evidence to Augment Fact Verification Models ACL-2020 FEVER-2020 WS-2020

tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection ACL-2020

On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation ACL-2020

On the Cross-lingual Transferability of Monolingual Representations ACL-2020

Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation ACL-2020

A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks ACL-2020

Text Classification with Negative Supervision ACL-2020

Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning ACL-2020

Estimating Mutual Information Between Dense Word Embeddings ACL-2020

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection ACL-2020

Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range Voting ACL-2020 NGT-2020 WS-2020

Unsupervised Paraphrasing by Simulated Annealing ACL-2020

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics ACL-2020

When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? ACL-2020

Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic Association ACL-2020

Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection ACL-2020

A Reinforced Generation of Adversarial Examples for Neural Machine Translation ACL-2020

Crossing Variational Autoencoders for Answer Retrieval ACL-2020

Zero-shot Text Classification via Reinforced Self-training ACL-2020

Usnea: An Authorship Tool for Interactive Fiction using Retrieval Based Semantic Parsing ACL-2020

On Dimensional Linguistic Properties of the Word Embedding Space ACL-2020 RepL4NLP-2020 WS-2020

Dialogue Coherence Assessment Without Explicit Dialogue Act Labels ACL-2020

Estimating the influence of auxiliary tasks for multi-task learning of sequence tagging tasks ACL-2020

A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards ACL-2020 NGT-2020 WS-2020

Obtaining Faithful Interpretations from Compositional Neural Networks ACL-2020

Knowledge Supports Visual Language Grounding: A Case Study on Colour Terms ACL-2020

Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity ACL-2020

New Insights into Cross-Document Event Coreference: Systematic Comparison and a Simplified Approach ACL-2020 NUSE-2020 WS-2020

Screenplay Summarization Using Latent Narrative Structure ACL-2020

TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data ACL-2020

Relational Graph Attention Network for Aspect-based Sentiment Analysis ACL-2020

Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings ACL-2020

Paraphrase Augmented Task-Oriented Dialog Generation ACL-2020

Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings ACL-2020 BioNLP-2020 WS-2020

Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation ACL-2020

Extractive Summarization as Text Matching ACL-2020

Embedding-based Scientific Literature Discovery in a Text Editor Application ACL-2020

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

DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification ACL-2020

DeSpin: a prototype system for detecting spin in biomedical publications ACL-2020 BioNLP-2020 WS-2020

An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering ACL-2020

Neural CRF Model for Sentence Alignment in Text Simplification ACL-2020

SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization ACL-2020

On Incorporating Structural Information to improve Dialogue Response Generation ACL-2020 NLP4ConvAI-2020 WS-2020

Unsupervised Deep Structured Semantic Models for Commonsense Reasoning NAACL-2019

Correlation Coefficients and Semantic Textual Similarity NAACL-2019

Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting NAACL-2019

Asking the Right Question: Inferring Advice-Seeking Intentions from Personal Narratives NAACL-2019

Word-Node2Vec: Improving Word Embedding with Document-Level Non-Local Word Co-occurrences NAACL-2019

Serial Recall Effects in Neural Language Modeling NAACL-2019

Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition NAACL-2019

Evaluating Composition Models for Verb Phrase Elliptical Sentence Embeddings NAACL-2019

A Study of Incorrect Paraphrases in Crowdsourced User Utterances NAACL-2019

Do Massively Pretrained Language Models Make Better Storytellers? CoNLL-2019

Pretraining-Based Natural Language Generation for Text Summarization CoNLL-2019

Cross-Topic Distributional Semantic Representations Via Unsupervised Mappings NAACL-2019

Learning Bilingual Sentiment-Specific Word Embeddings without Cross-lingual Supervision NAACL-2019

Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text CoNLL-2019

Effective Attention Modeling for Neural Relation Extraction CoNLL-2019

Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel Data CoNLL-2019

Automated Pyramid Summarization Evaluation CoNLL-2019

Generating Timelines by Modeling Semantic Change CoNLL-2019

Say Anything: Automatic Semantic Infelicity Detection in L2 English Indefinite Pronouns CoNLL-2019

Learning Dense Representations for Entity Retrieval CoNLL-2019

Representing Movie Characters in Dialogues CoNLL-2019

Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering CoNLL-2019

Improving Evidence Detection by Leveraging Warrants EMNLP-2019 WS-2019

Team GPLSI. Approach for automated fact checking EMNLP-2019 WS-2019

The FEVER2.0 Shared Task EMNLP-2019 WS-2019

Automatic rubric-based content grading for clinical notes EMNLP-2019 WS-2019

What just happened? Evaluating retrofitted distributional word vectors NAACL-2019

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

Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation CoNLL-2019

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

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