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    ACL 2021 主会571篇长文分类汇总(中)

    顶会期刊
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      151****8705 last edited by

      会话、语用与论证挖掘

      A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech
      A Neural Transition-based Model for Argumentation Mining
      Towards Argument Mining for Social Good: A Survey
      W-RST: Towards a Weighted RST-style Discourse Framework
      ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining
      Modeling Language Usage and Listener Engagement in Podcasts
      Exploring Discourse Structures for Argument Impact Classification

      文本生成

      Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation
      Prefix-Tuning: Optimizing Continuous Prompts for Generation
      Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
      Competence-based Multimodal Curriculum Learning for Medical Report Generation
      Conditional Generation of Temporally-ordered Event Sequences
      BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation
      Mention Flags (MF): Constraining Transformer-based Text Generators
      Improving Encoder by Auxiliary Supervision Tasks for Table-to-Text Generation
      Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation
      GhostBERT: Generate More Features with Cheap Operations for BERT
      Factorising Meaning and Form for Intent-Preserving Paraphrasing
      Improving Formality Style Transfer with Context-Aware Rule Injection
      DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling
      Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem
      Neural Stylistic Response Generation with Disentangled Latent Variables
      One2Set: Generating Diverse Keyphrases as a Set
      Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization
      Data Augmentation for Text Generation Without Any Augmented Data
      Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence
      Exploring Dynamic Selection of Branch Expansion Orders for Code Generation
      A Unified Generative Framework for Various NER Subtasks
      UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning
      Cross-modal Memory Networks for Radiology Report Generation
      Transfer Learning for Sequence Generation: from Single-source to Multi-source
      BERTGen: Multi-task Generation through BERT
      De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation
      TWAG: A Topic-Guided Wikipedia Abstract Generator
      Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation
      POS-Constrained Parallel Decoding for Non-autoregressive Generation
      Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation
      AggGen: Ordering and Aggregating while Generating
      AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation
      Metaphor Generation with Conceptual Mappings
      Engage the Public: Poll Question Generation for Social Media Posts
      PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context
      From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text
      Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models
      Lexicon Learning for Few Shot Sequence Modeling
      Employing Argumentation Knowledge Graphs for Neural Argument Generation
      Continuous Language Generative Flow
      Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention
      Automated Generation of Storytelling Vocabulary from Photographs for use in AAC
      DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions
      Learning to Explain: Generating Stable Explanations Fast
      KaggleDBQA: Realistic Evaluation of Text-to-SQL ParsersA Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow
      DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation
      Controllable Open-ended Question Generation with A New Question Type Ontology
      Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques
      DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts
      LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations
      Towards Table-to-Text Generation with Numerical Reasoning
      TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models

      信息抽取

      SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
      Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data
      Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition
      OntoED: Low-resource Event Detection with Ontology Embedding
      ProtAugment: Intent Detection Meta-Learning through Unsupervised Diverse Paraphrasing
      Subsequence Based Deep Active Learning for Named Entity Recognition
      BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition
      Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker
      A Large-Scale Chinese Multimodal NER Dataset with Speech Clues
      Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training
      Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction
      TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling
      ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning
      CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction
      A Knowledge-Guided Framework for Frame Identification
      SENT: Sentence-level Distant Relation Extraction via Negative Training
      Modularized Interaction Network for Named Entity Recognition
      Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder
      Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network
      A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition
      An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization
      MLBiNet: A Cross-Sentence Collective Event Detection Network
      PRGC: Potential Relation and Global Correspondence Based Joint Relational Triple Extraction
      Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning
      PairRE: Knowledge Graph Embeddings via Paired Relation Vectors
      Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification
      Revisiting the Negative Data of Distantly Supervised Relation Extraction
      Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition
      Knowing the No-match: Entity Alignment with Dangling Cases
      Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding
      A Systematic Investigation of KB-Text Embedding Alignment at Scale
      Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path
      Bridge-Based Active Domain Adaptation for Aspect Term Extraction
      How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction
      From Discourse to Narrative: Knowledge Projection for Event Relation Extraction
      Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation
      COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic
      MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition
      Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion
      Unleash GPT-2 Power for Event Detection
      Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction
      Element Intervention for Open Relation Extraction
      Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
      CLEVE: Contrastive Pre-training for Event Extraction
      De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention
      Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model
      UniRE: A Unified Label Space for Entity Relation Extraction
      Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition
      StereoRel: Relational Triple Extraction from a Stereoscopic Perspective
      AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
      CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction
      CitationIE: Leveraging the Citation Graph for Scientific Information Extraction
      Learning Latent Structures for Cross Action Phrase Relations in Wet Lab Protocols
      GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling
      Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks
      Discontinuous Named Entity Recognition as Maximal Clique Discovery
      Weakly Supervised Named Entity Tagging with Learnable Logical Rules
      SpanNER: Named Entity Re-/Recognition as Span Prediction
      LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking
      Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction
      Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions
      Document-level Event Extraction via Parallel Prediction Networks
      AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
      Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction
      The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing
      A Neural Transition-based Joint Model for Disease Named Entity Recognition and Normalization
      Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making

      信息检索与文本挖掘

      Joint Verification and Reranking for Open Fact Checking Over Tables
      CDRNN: Discovering Complex Dynamics in Human Language Processing
      Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision
      Database reasoning over text
      Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval
      SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining
      Investigating label suggestions for opinion mining in German Covid-19 social media
      Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims
      CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web
      Anonymisation Models for Text Data: State of the art, Challenges and Future Directions
      Multi-Task Retrieval for Knowledge-Intensive Tasks
      Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP
      Learning Relation Alignment for Calibrated Cross-modal Retrieval

      自然语言处理模型的可解释性与分析

      Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
      R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling
      IrEne: Interpretable Energy Prediction for Transformers
      Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models
      Personalized Transformer for Explainable Recommendation
      Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding
      Introducing Orthogonal Constraint in Structural Probes
      Explaining Contextualization in Language Models using Visual Analytics
      Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability

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