機器之心報導
參與：魔王
自然語言處理頂會 ACL 2020 將於 7 月 5 日-10 日線上舉行。不久之前，ACL 論文接收結果公布，但官方並未放出完整的論文列表。近日，ACL 接收論文列表公布，讓我們看一下都有哪些論文被接收了。
此次 ACL 會議的投稿數量為 3088 篇，與去年的投稿數量 2906 篇相比稍有增長。ACL 2020 共接收 779 篇論文，包括 571 篇長論文和 208 篇短論文，接收率為 25.2%。
在接收論文列表中，我們看到了很多熟悉的名字：
Christopher D. Manning（史丹福大學教授、斯坦福 AI 實驗室負責人）：
Finding Universal Grammatical Relations in Multilingual BERTOptimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsSyn-QG: Syntactic and Shallow Semantic Rules for Question GenerationYoshua Bengio（加拿大計算機科學家、蒙特婁大學教授）：
Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance ApproachYoav Goldberg（以色列 Bar-Ilan 大學計算機科學系高級講師）：
A Formal Hierarchy of RNN ArchitecturesNull It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionSimple, Interpretable and Stable Method for Detecting Words with Usage Change across CorporaUnsupervised Domain Clusters in Pretrained Language ModelsA Two-Stage Masked LM Method for Term Set ExpansionTowards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness?Noah A. Smith（華盛頓大學計算機科學與工程系教授）：
A Formal Hierarchy of RNN ArchitecturesA Mixture of h 1 Heads is Better than h HeadsDon't Stop Pretraining: Adapt Language Models to Domains and TasksImproving Transformer Models by Reordering their SublayersSocial Bias Frames: Reasoning about Social and Power Implications of LanguageThe Right Tool for the Job: Matching Model and Instance ComplexitiesRecollection versus Imagination: Exploring Human Memory and Cognition via Neural Language ModelsPercy Liang（史丹福大學計算機系副教授、斯坦福人工智慧實驗室成員）：
Robust Encodings: A Framework for Combating Adversarial TyposSelective Question Answering under Domain ShiftEnabling Language Models to Fill in the BlanksExpBERT: Representation Engineering with Natural Language ExplanationsShaping Visual Representations with Language for Few-Shot ClassificationSebastian Ruder（DeepMind 研究科學家）：
A Call for More Rigor in Unsupervised Cross-lingual LearningOn the Cross-lingual Transferability of Monolingual Representations周明（微軟亞洲研究院副院長、國際計算語言學協會（ACL）主席）：
A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon InductionCurriculum Pre-training for End-to-End Speech TranslationDocument Modeling with Graph Attention Networks for Multi-grained Machine Reading ComprehensionEvidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoderGraph Neural News Recommendation with Unsupervised Preference DisentanglementImproving Neural Machine Translation with Soft Template PredictionLogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module NetworkMIND: A Large-scale Dataset for News RecommendationMuTual: A Dataset for Multi-Turn Dialogue ReasoningReasoning Over Semantic-Level Graph for Fact CheckingA Retrieve-and-Rewrite Initialization Method for Unsupervised Machine TranslationA Simple and Effective Unified Encoder for Document-Level Machine Translation劉鐵巖（微軟亞洲研究院副院長）：
A Study of Non-autoregressive Model for Sequence GenerationSEEK: Segmented Embedding of Knowledge GraphsSimulSpeech: End-to-End Simultaneous Speech to Text Translation劉群（華為諾亞方舟實驗室語音語義首席科學家）：
Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERTProbabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word OrderWord-level Textual Adversarial Attacking as Combinatorial Optimization宗成慶（中科院自動化所研究員）：
Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization孫茂松（清華大學計算機科學與技術系教授）：
Continual Relation Learning via Episodic Memory Activation and ReconsolidationFine-grained Fact Verification with Kernel Graph Attention NetworkHow Does NLP Benefit Legal System: A Summary of Legal Artificial IntelligenceWord-level Textual Adversarial Attacking as Combinatorial Optimization劉知遠（清華大學計算機科學與技術系副教授）：
Continual Relation Learning via Episodic Memory Activation and ReconsolidationExpertise Style Transfer: A New Task Towards Better Communication between Experts and LaymenFine-grained Fact Verification with Kernel Graph Attention NetworkGrounded Conversation Generation as Guided Traverses in Commonsense Knowledge GraphsHow Does NLP Benefit Legal System: A Summary of Legal Artificial IntelligenceWord-level Textual Adversarial Attacking as Combinatorial OptimizationMOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs黃民烈（清華大學計算機科學與技術系副教授）：
A Self-Training Method for Machine Reading Comprehension with Soft Evidence ExtractionKdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven ConversationMulti-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition萬小軍（北京大學計算機科學技術研究所研究員）：
Automatic Generation of Citation Texts in Scholarly Papers: A Pilot StudyHeterogeneous Graph Transformer for Graph-to-Sequence LearningJointly Learning to Align and Summarize for Neural Cross-Lingual SummarizationLearning to Ask More: Semi-Autoregressive Sequential Question Generation under Dual-Graph InteractionMulti-Granularity Interaction Network for Extractive and Abstractive Multi-Document SummarizationSemantic Parsing for English as a Second LanguageMultimodal Transformer for Multimodal Machine Translation邱錫鵬（復旦大學計算機科學技術學院教授）：
Extractive Summarization as Text MatchingHeterogeneous Graph Neural Networks for Extractive Document SummarizationImproving Image Captioning with Better Use of CaptionFLAT: Chinese NER Using Flat-Lattice Transformer韓松（MIT 電子工程和計算機科學系助理教授）：
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing歡迎中了 ACL 2020 論文的讀者留言，機器之心也將持續為大家推薦更多優質論文。
ACL 2020 接收論文列表，參見：https://acl2020.org/program/accepted/#long-papers