はじめに
ACL2020の論文がarXivに投稿され始めたので、arXiv APIを使って(自分用に)リスト化してみました。
更新情報
- 下記の論文リストを更新しました。掲載論文が102件→448件に増えました。(2020/06/10)
環境
- python3.6.9
$ pip install arxiv
import arxiv
import pandas as pd
検索条件
Computation and Language カテゴリ内の論文で、comment欄に "ACL2020" を含む論文を抽出
APIの使い方はこちらのページを参考にしました。
- PythonでarXiv APIを使って論文情報取得、PDFダウンロード
- arXiv API User's Manual
# 検索クエリ
l = arxiv.query(query='(co="ACL2020" OR co:"ACL 2020") AND cat:cs.CL', sort_by='submittedDate')
# 関係の無い論文が含まれてしまったので、DataFrameにしてフィルタリング
df = pd.io.json.json_normalize(l)
acl_df = df[df["arxiv_comment"].str.contains("ACL", na=False)]
acl2020_df = acl_df[acl_df["arxiv_comment"].str.contains("2020", na=False)]
len(acl2020_df)
# 102件ありました
論文リスト(2020/06/10 現在)
arxiv APIでACL2020に採択(投稿)された論文を抽出してみた。
System demo paper, Student Research Workshop, long/shortが混じっています。
いくつか誤りが含まれている可能性があります。
参考程度にご利用ください。
- Language Models as Fact Checkers? [PDF]
- Growing Together: Modeling Human Language Learning With n-Best Multi-Checkpoint Machine Translation [PDF]
- Accelerating Natural Language Understanding in Task-Oriented Dialog [PDF]
- The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain [PDF]
- CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning [PDF]
- Norm-Based Curriculum Learning for Neural Machine Translation [PDF]
- A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking [PDF]
- An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results [PDF]
- NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg [PDF]
- Sarcasm Detection using Context Separators in Online Discourse [PDF]
- Translating Natural Language Instructions for Behavioral Robot Navigation with a Multi-Head Attention Mechanism [PDF]
- SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions [PDF]
- HAT: Hardware-Aware Transformers for Efficient Natural Language Processing [PDF]
- A Corpus for Large-Scale Phonetic Typology [PDF]
- Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs [PDF]
- Phone Features Improve Speech Translation [PDF]
- Neural Temporal Opinion Modelling for Opinion Prediction on Twitter [PDF]
- Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing [PDF]
- A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews [PDF]
- Transition-based Semantic Dependency Parsing with Pointer Networks [PDF]
- Enriched In-Order Linearization for Faster Sequence-to-Sequence Constituent Parsing [PDF]
- Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis? [PDF]
- Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport [PDF]
- Active Imitation Learning with Noisy Guidance [PDF]
- EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading [PDF]
- The Unreasonable Volatility of Neural Machine Translation Models [PDF]
- Demoting Racial Bias in Hate Speech Detection [PDF]
- NILE : Natural Language Inference with Faithful Natural Language Explanations [PDF]
- Pointwise Paraphrase Appraisal is Potentially Problematic [PDF]
- Learning Constraints for Structured Prediction Using Rectifier Networks [PDF]
- Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation [PDF]
- A Generative Approach to Titling and Clustering Wikipedia Sections [PDF]
- Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning [PDF]
- Improving Segmentation for Technical Support Problems [PDF]
- Evaluating Neural Morphological Taggers for Sanskrit [PDF]
- Worse WER, but Better BLEU? Leveraging Word Embedding as Intermediate in Multitask End-to-End Speech Translation [PDF]
- Stance Prediction and Claim Verification: An Arabic Perspective [PDF]
- ScriptWriter: Narrative-Guided Script Generation [PDF]
- Examining the State-of-the-Art in News Timeline Summarization [PDF]
- A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal [PDF]
- Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources [PDF]
- Leveraging Graph to Improve Abstractive Multi-Document Summarization [PDF]
- A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks [PDF]
- Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain [PDF]
- Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text [PDF]
- On the Choice of Auxiliary Languages for Improved Sequence Tagging [PDF]
- Neural Generation of Dialogue Response Timings [PDF]
- GPT-too: A language-model-first approach for AMR-to-text generation [PDF]
- Contextual Embeddings: When Are They Worth It? [PDF]
- (Re)construing Meaning in NLP [PDF]
- Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations [PDF]
- Inflecting when there's no majority: Limitations of encoder-decoder neural networks as cognitive models for German plurals [PDF]
- MixingBoard: a Knowledgeable Stylized Integrated Text Generation Platform [PDF]
- TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data [PDF]
- Adversarial Training for Commonsense Inference [PDF]
- Learning Probabilistic Sentence Representations from Paraphrases [PDF]
- Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection [PDF]
- In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts [PDF]
- Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution Pipeline [PDF]
- Spelling Error Correction with Soft-Masked BERT [PDF]
- Estimating predictive uncertainty for rumour verification models [PDF]
- NAT: Noise-Aware Training for Robust Neural Sequence Labeling [PDF]
- Named Entity Recognition as Dependency Parsing [PDF]
- ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages [PDF]
- Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning [PDF]
- DRTS Parsing with Structure-Aware Encoding and Decoding [PDF]
- Parallel Data Augmentation for Formality Style Transfer [PDF]
- Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions [PDF]
- Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding [PDF]
- A Mixture of $h-1$ Heads is Better than $h$ Heads [PDF]
- The Unstoppable Rise of Computational Linguistics in Deep Learning [PDF]
- Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA [PDF]
- Reasoning with Latent Structure Refinement for Document-Level Relation Extraction [PDF]
- Mitigating Gender Bias Amplification in Distribution by Posterior Regularization [PDF]
- Parallel Corpus Filtering via Pre-trained Language Models [PDF]
- Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation [PDF]
- INFOTABS: Inference on Tables as Semi-structured Data [PDF]
- Cross-Modality Relevance for Reasoning on Language and Vision [PDF]
- A Report on the 2020 Sarcasm Detection Shared Task [PDF]
- Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension [PDF]
- WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge [PDF]
- On the Robustness of Language Encoders against Grammatical Errors [PDF]
- Learning and Evaluating Emotion Lexicons for 91 Languages [PDF]
- SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis [PDF]
- Neighborhood Matching Network for Entity Alignment [PDF]
- Simultaneous paraphrasing and translation by fine-tuning Transformer models [PDF]
- MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning [PDF]
- Enabling Language Models to Fill in the Blanks [PDF]
- Multidirectional Associative Optimization of Function-Specific Word Representations [PDF]
- Toward Better Storylines with Sentence-Level Language Models [PDF]
- A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction [PDF]
- Towards Robustifying NLI Models Against Lexical Dataset Biases [PDF]
- BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps [PDF]
- Posterior Control of Blackbox Generation [PDF]
- schuBERT: Optimizing Elements of BERT [PDF]
- Finding Universal Grammatical Relations in Multilingual BERT [PDF]
- Empowering Active Learning to Jointly Optimize System and User Demands [PDF]
- It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations [PDF]
- Diversifying Dialogue Generation with Non-Conversational Text [PDF]
- Probing Linguistic Systematicity [PDF]
- Temporal Common Sense Acquisition with Minimal Supervision [PDF]
- Text-Based Ideal Points [PDF]
- Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking Backwards [PDF]
- SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics [PDF]
- Towards Conversational Recommendation over Multi-Type Dialogs [PDF]
- Mapping Natural Language Instructions to Mobile UI Action Sequences [PDF]
- FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization [PDF]
- SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization [PDF]
- A Systematic Assessment of Syntactic Generalization in Neural Language Models [PDF]
- Learning to Segment Actions from Observation and Narration [PDF]
- On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation [PDF]
- Learning Robust Models for e-Commerce Product Search [PDF]
- A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type [PDF]
- Learning Implicit Text Generation via Feature Matching [PDF]
- Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation [PDF]
- 2kenize: Tying Subword Sequences for Chinese Script Conversion [PDF]
- Nakdan: Professional Hebrew Diacritizer [PDF]
- Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting [PDF]
- Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling Approaches [PDF]
- PeTra: A Sparsely Supervised Memory Model for People Tracking [PDF]
- TAG : Type Auxiliary Guiding for Code Comment Generation [PDF]
- Learning to Understand Child-directed and Adult-directed Speech [PDF]
- A Top-Down Neural Architecture towards Text-Level Parsing of Discourse Rhetorical Structure [PDF]
- Learning Architectures from an Extended Search Space for Language Modeling [PDF]
- A Multi-Perspective Architecture for Semantic Code Search [PDF]
- Moving Down the Long Tail of Word Sense Disambiguation with Gloss-Informed Biencoders [PDF]
- Crossing Variational Autoencoders for Answer Retrieval [PDF]
- Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback [PDF]
- The Cascade Transformer: an Application for Efficient Answer Sentence Selection [PDF]
- Phonetic and Visual Priors for Decipherment of Informal Romanization [PDF]
- Efficient strategies for hierarchical text classification: External knowledge and auxiliary tasks [PDF]
- Cross-media Structured Common Space for Multimedia Event Extraction [PDF]
- It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information [PDF]
- Neural CRF Model for Sentence Alignment in Text Simplification [PDF]
- Code-switching patterns can be an effective route to improve performance of downstream NLP applications: A case study of humour, sarcasm and hate speech detection [PDF]
- Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer [PDF]
- Neural Syntactic Preordering for Controlled Paraphrase Generation [PDF]
- ExpBERT: Representation Engineering with Natural Language Explanations [PDF]
- Smart To-Do : Automatic Generation of To-Do Items from Emails [PDF]
- OpinionDigest: A Simple Framework for Opinion Summarization [PDF]
- Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering [PDF]
- Soft Gazetteers for Low-Resource Named Entity Recognition [PDF]
- Exploring Content Selection in Summarization of Novel Chapters [PDF]
- Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior? [PDF]
- Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words [PDF]
- Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction [PDF]
- What is Learned in Visually Grounded Neural Syntax Acquisition [PDF]
- Evaluating Explanation Methods for Neural Machine Translation [PDF]
- Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions [PDF]
- A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing [PDF]
- Code and Named Entity Recognition in StackOverflow [PDF]
- The Paradigm Discovery Problem [PDF]
- From Arguments to Key Points: Towards Automatic Argument Summarization [PDF]
- Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture [PDF]
- To Test Machine Comprehension, Start by Defining Comprehension [PDF]
- Using Context in Neural Machine Translation Training Objectives [PDF]
- The Sensitivity of Language Models and Humans to Winograd Schema Perturbations [PDF]
- DoQA -- Accessing Domain-Specific FAQs via Conversational QA [PDF]
- pyBART: Evidence-based Syntactic Transformations for IE [PDF]
- Improving Adversarial Text Generation by Modeling the Distant Future [PDF]
- Robust Encodings: A Framework for Combating Adversarial Typos [PDF]
- Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering [PDF]
- On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation [PDF]
- Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models [PDF]
- Similarity Analysis of Contextual Word Representation Models [PDF]
- Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward [PDF]
- Out of the Echo Chamber: Detecting Countering Debate Speeches [PDF]
- Let Me Choose: From Verbal Context to Font Selection [PDF]
- Emergence of Syntax Needs Minimal Supervision [PDF]
- Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence [PDF]
- Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation [PDF]
- Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction [PDF]
- How Does Selective Mechanism Improve Self-Attention Networks? [PDF]
- Efficient Second-Order TreeCRF for Neural Dependency Parsing [PDF]
- Unsupervised Morphological Paradigm Completion [PDF]
- Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints [PDF]
- Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation [PDF]
- On the Inference Calibration of Neural Machine Translation [PDF]
- How Can We Accelerate Progress Towards Human-like Linguistic Generalization? [PDF]
- Improving Non-autoregressive Neural Machine Translation with Monolingual Data [PDF]
- Clue: Cross-modal Coherence Modeling for Caption Generation [PDF]
- Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking [PDF]
- Rationalizing Medical Relation Prediction from Corpus-level Statistics [PDF]
- Improving Truthfulness of Headline Generation [PDF]
- Single Model Ensemble using Pseudo-Tags and Distinct Vectors [PDF]
- ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation [PDF]
- Sources of Transfer in Multilingual Named Entity Recognition [PDF]
- Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese [PDF]
- Generalized Entropy Regularization or: There's Nothing Special about Label Smoothing [PDF]
- Social Biases in NLP Models as Barriers for Persons with Disabilities [PDF]
- MultiQT: Multimodal Learning for Real-Time Question Tracking in Speech [PDF]
- Treebank Embedding Vectors for Out-of-domain Dependency Parsing [PDF]
- Hard-Coded Gaussian Attention for Neural Machine Translation [PDF]
- ESPRIT: Explaining Solutions to Physical Reasoning Tasks [PDF]
- Obtaining Faithful Interpretations from Compositional Neural Networks [PDF]
- A Girl Has A Name: Detecting Authorship Obfuscation [PDF]
- Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen [PDF]
- DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering [PDF]
- Opportunistic Decoding with Timely Correction for Simultaneous Translation [PDF]
- Contrastive Self-Supervised Learning for Commonsense Reasoning [PDF]
- Benchmarking Multimodal Regex Synthesis with Complex Structures [PDF]
- On Faithfulness and Factuality in Abstractive Summarization [PDF]
- Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates [PDF]
- Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work? [PDF]
- Predicting Declension Class from Form and Meaning [PDF]
- Learning an Unreferenced Metric for Online Dialogue Evaluation [PDF]
- Evaluating Robustness to Input Perturbations for Neural Machine Translation [PDF]
- Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset [PDF]
- GoEmotions: A Dataset of Fine-Grained Emotions [PDF]
- Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries [PDF]
- SciREX: A Challenge Dataset for Document-Level Information Extraction [PDF]
- Structured Tuning for Semantic Role Labeling [PDF]
- ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations [PDF]
- USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation [PDF]
- Bipartite Flat-Graph Network for Nested Named Entity Recognition [PDF]
- Topological Sort for Sentence Ordering [PDF]
- Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter [PDF]
- CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation [PDF]
- Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance [PDF]
- Language (Re)modelling: Towards Embodied Language Understanding [PDF]
- Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage [PDF]
- Biomedical Entity Representations with Synonym Marginalization [PDF]
- Cross-Linguistic Syntactic Evaluation of Word Prediction Models [PDF]
- Recurrent Neural Network Language Models Always Learn English-Like Relative Clause Attachment [PDF]
- Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization [PDF]
- Learning to Faithfully Rationalize by Construction [PDF]
- On the Spontaneous Emergence of Discrete and Compositional Signals [PDF]
- Revisiting Unsupervised Relation Extraction [PDF]
- Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs [PDF]
- A Call for More Rigor in Unsupervised Cross-lingual Learning [PDF]
- Modelling Suspense in Short Stories as Uncertainty Reduction over Neural Representation [PDF]
- TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task [PDF]
- Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language? [PDF]
- STARC: Structured Annotations for Reading Comprehension [PDF]
- Character-Level Translation with Self-attention [PDF]
- Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT [PDF]
- Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation [PDF]
- Named Entity Recognition without Labelled Data: A Weak Supervision Approach [PDF]
- Towards Unsupervised Language Understanding and Generation by Joint Dual Learning [PDF]
- A Span-based Linearization for Constituent Trees [PDF]
- End-to-End Neural Word Alignment Outperforms GIZA++ [PDF]
- Improved Natural Language Generation via Loss Truncation [PDF]
- RikiNet: Reading Wikipedia Pages for Natural Question Answering [PDF]
- Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition [PDF]
- Posterior Calibrated Training on Sentence Classification Tasks [PDF]
- "The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition [PDF]
- Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation [PDF]
- Evaluating Dialogue Generation Systems via Response Selection [PDF]
- Detecting Perceived Emotions in Hurricane Disasters [PDF]
- Politeness Transfer: A Tag and Generate Approach [PDF]
- Towards Transparent and Explainable Attention Models [PDF]
- Meta-Transfer Learning for Code-Switched Speech Recognition [PDF]
- Analysing Lexical Semantic Change with Contextualised Word Representations [PDF]
- Do Neural Language Models Show Preferences for Syntactic Formalisms? [PDF]
- Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting [PDF]
- Modeling Long Context for Task-Oriented Dialogue State Generation [PDF]
- Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning [PDF]
- Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension [PDF]
- Multiscale Collaborative Deep Models for Neural Machine Translation [PDF]
- Span-based Localizing Network for Natural Language Video Localization [PDF]
- Empower Entity Set Expansion via Language Model Probing [PDF]
- Showing Your Work Doesn't Always Work [PDF]
- Active Learning for Coreference Resolution using Discrete Annotation [PDF]
- LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network [PDF]
- Embarrassingly Simple Unsupervised Aspect Extraction [PDF]
- DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification [PDF]
- An Effective Transition-based Model for Discontinuous NER [PDF]
- Let's be Humorous: Knowledge Enhanced Humor Generation [PDF]
- Self-Attention with Cross-Lingual Position Representation [PDF]
- Conversational Word Embedding for Retrieval-Based Dialog System [PDF]
- PuzzLing Machines: A Challenge on Learning From Small Data [PDF]
- DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference [PDF]
- SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations [PDF]
- DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking [PDF]
- Screenplay Summarization Using Latent Narrative Structure [PDF]
- Semantic Graphs for Generating Deep Questions [PDF]
- Lexically Constrained Neural Machine Translation with Levenshtein Transformer [PDF]
- A Batch Normalized Inference Network Keeps the KL Vanishing Away [PDF]
- Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language [PDF]
- Heterogeneous Graph Neural Networks for Extractive Document Summarization [PDF]
- GLUECoS : An Evaluation Benchmark for Code-Switched NLP [PDF]
- Multi-Domain Dialogue Acts and Response Co-Generation [PDF]
- Relational Graph Attention Network for Aspect-based Sentiment Analysis [PDF]
- Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds [PDF]
- Neural Topic Modeling with Bidirectional Adversarial Training [PDF]
- MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization [PDF]
- SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check [PDF]
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification [PDF]
- Learning to Update Natural Language Comments Based on Code Changes [PDF]
- How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence [PDF]
- When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? [PDF]
- Syntactic Data Augmentation Increases Robustness to Inference Heuristics [PDF]
- Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering [PDF]
- Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation [PDF]
- FLAT: Chinese NER Using Flat-Lattice Transformer [PDF]
- Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling [PDF]
- GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media [PDF]
- Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order [PDF]
- Learning Dialog Policies from Weak Demonstrations [PDF]
- Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog [PDF]
- Don't Stop Pretraining: Adapt Language Models to Domains and Tasks [PDF]
- Revisiting the Context Window for Cross-lingual Word Embeddings [PDF]
- Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation [PDF]
- A Study of Non-autoregressive Model for Sequence Generation [PDF]
- Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks [PDF]
- Logical Natural Language Generation from Open-Domain Tables [PDF]
- ESPnet-ST: All-in-One Speech Translation Toolkit [PDF]
- Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation [PDF]
- Logic-Guided Data Augmentation and Regularization for Consistent Question Answering [PDF]
- Unsupervised Opinion Summarization with Noising and Denoising [PDF]
- Curriculum Pre-training for End-to-End Speech Translation [PDF]
- Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents [PDF]
- Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns [PDF]
- Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling [PDF]
- Grounding Conversations with Improvised Dialogues [PDF]
- On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond [PDF]
- The State and Fate of Linguistic Diversity and Inclusion in the NLP World [PDF]
- Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection [PDF]
- Incorporating External Knowledge through Pre-training for Natural Language to Code Generation [PDF]
- Extractive Summarization as Text Matching [PDF]
- Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation [PDF]
- Exclusive Hierarchical Decoding for Deep Keyphrase Generation [PDF]
- A Formal Hierarchy of RNN Architectures [PDF]
- Can You Put it All Together: Evaluating Conversational Agents' Ability to Blend Skills [PDF]
- Highway Transformer: Self-Gating Enhanced Self-Attentive Networks [PDF]
- Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction [PDF]
- Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning [PDF]
- Dialogue-Based Relation Extraction [PDF]
- Rigid Formats Controlled Text Generation [PDF]
- Bridging Anaphora Resolution as Question Answering [PDF]
- Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation [PDF]
- Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection [PDF]
- LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation [PDF]
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition [PDF]
- Paraphrase Augmented Task-Oriented Dialog Generation [PDF]
- The Right Tool for the Job: Matching Model and Instance Complexities [PDF]
- SPECTER: Document-level Representation Learning using Citation-informed Transformers [PDF]
- Analyzing analytical methods: The case of phonology in neural models of spoken language [PDF]
- TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories [PDF]
- Balancing Training for Multilingual Neural Machine Translation [PDF]
- Weight Poisoning Attacks on Pre-trained Models [PDF]
- Speech Translation and the End-to-End Promise: Taking Stock of Where We Are [PDF]
- Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus [PDF]
- Reverse Engineering Configurations of Neural Text Generation Models [PDF]
- Pretrained Transformers Improve Out-of-Distribution Robustness [PDF]
- Generating Fact Checking Explanations [PDF]
- XtremeDistil: Multi-stage Distillation for Massive Multilingual Models [PDF]
- Bayesian Hierarchical Words Representation Learning [PDF]
- AMR Parsing via Graph-Sequence Iterative Inference [PDF]
- You Impress Me: Dialogue Generation via Mutual Persona Perception [PDF]
- Improved Speech Representations with Multi-Target Autoregressive Predictive Coding [PDF]
- Overestimation of Syntactic Representationin Neural Language Models [PDF]
- Designing Precise and Robust Dialogue Response Evaluators [PDF]
- BLEURT: Learning Robust Metrics for Text Generation [PDF]
- Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem [PDF]
- MuTual: A Dataset for Multi-Turn Dialogue Reasoning [PDF]
- Injecting Numerical Reasoning Skills into Language Models [PDF]
- Calibrating Structured Output Predictors for Natural Language Processing [PDF]
- Conversation Learner -- A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems [PDF]
- Asking and Answering Questions to Evaluate the Factual Consistency of Summaries [PDF]
- Measuring Emotions in the COVID-19 Real World Worry Dataset [PDF]
- Generating Counter Narratives against Online Hate Speech: Data and Strategies [PDF]
- Structure-Level Knowledge Distillation For Multilingual Sequence Labeling [PDF]
- Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition [PDF]
- Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness? [PDF]
- Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering [PDF]
- Information-Theoretic Probing for Linguistic Structure [PDF]
- MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices [PDF]
- Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight [PDF]
- Distinguish Confusing Law Articles for Legal Judgment Prediction [PDF]
- An Analysis of the Utility of Explicit Negative Examples to Improve the Syntactic Abilities of Neural Language Models [PDF]
- Geometry-aware Domain Adaptation for Unsupervised Alignment of Word Embeddings [PDF]
- TAPAS: Weakly Supervised Table Parsing via Pre-training [PDF]
- Hierarchical Entity Typing via Multi-level Learning to Rank [PDF]
- FastBERT: a Self-distilling BERT with Adaptive Inference Time [PDF]
- Unsupervised Domain Clusters in Pretrained Language Models [PDF]
- Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection [PDF]
- Talk to Papers: Bringing Neural Question Answering to Academic Search [PDF]
- Hooks in the Headline: Learning to Generate Headlines with Controlled Styles [PDF]
- "None of the Above":Measure Uncertainty in Dialog Response Retrieval [PDF]
- Stanza: A Python Natural Language Processing Toolkit for Many Human Languages [PDF]
- TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing [PDF]
- Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning [PDF]
- ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems [PDF]
- CoTK: An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation [PDF]
- Efficient Dialogue State Tracking by Selectively Overwriting Memory [PDF]
- A Re-evaluation of Knowledge Graph Completion Methods [PDF]
- CamemBERT: a Tasty French Language Model [PDF]
- Social Bias Frames: Reasoning about Social and Power Implications of Language [PDF]
- Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders [PDF]
- RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers [PDF]
- Improving Transformer Models by Reordering their Sublayers [PDF]
- Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses [PDF]
- Distilling Knowledge Learned in BERT for Text Generation [PDF]
- Generalizing Natural Language Analysis through Span-relation Representations [PDF]
- The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents [PDF]
- Multi-Sentence Argument Linking [PDF]
- A Reinforced Generation of Adversarial Examples for Neural Machine Translation [PDF]
- Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding [PDF]
- Interactive Classification by Asking Informative Questions [PDF]
- ERASER: A Benchmark to Evaluate Rationalized NLP Models [PDF]
- Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly [PDF]
- Should All Cross-Lingual Embeddings Speak English? [PDF]
- Contextualized Sparse Representations for Real-Time Open-Domain Question Answering [PDF]
- Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention [PDF]
- Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports [PDF]
- Unsupervised Opinion Summarization as Copycat-Review Generation [PDF]
- Unsupervised Cross-lingual Representation Learning at Scale [PDF]
- Improving Slot Filling by Utilizing Contextual Information [PDF]
- Emerging Cross-lingual Structure in Pretrained Language Models [PDF]
- Automatic Detection of Generated Text is Easiest when Humans are Fooled [PDF]
- DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation [PDF]
- Masked Language Model Scoring [PDF]
- Adversarial NLI: A New Benchmark for Natural Language Understanding [PDF]
- Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks [PDF]
- Harnessing the linguistic signal to predict scalar inferences [PDF]
- Discourse-Aware Neural Extractive Text Summarization [PDF]
- BPE-Dropout: Simple and Effective Subword Regularization [PDF]
- Word-level Textual Adversarial Attacking as Combinatorial Optimization [PDF]
- Exploring Author Context for Detecting Intended vs Perceived Sarcasm [PDF]
- On the Cross-lingual Transferability of Monolingual Representations [PDF]
- A Unified MRC Framework for Named Entity Recognition [PDF]
- Universal Decompositional Semantic Parsing [PDF]
- Fine-grained Fact Verification with Kernel Graph Attention Network [PDF]
- PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable [PDF]
- MLQA: Evaluating Cross-lingual Extractive Question Answering [PDF]
- BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance [PDF]
- R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason [PDF]
- Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling [PDF]
- Learning to Deceive with Attention-Based Explanations [PDF]
- End-to-End Bias Mitigation by Modelling Biases in Corpora [PDF]
- From English to Code-Switching: Transfer Learning with Strong Morphological Clues [PDF]
- A Novel Cascade Binary Tagging Framework for Relational Triple Extraction [PDF]
- Enhancing Machine Translation with Dependency-Aware Self-Attention [PDF]
- Uncertain Natural Language Inference [PDF]
- Regularized Context Gates on Transformer for Machine Translation [PDF]
- Learning a Multi-Domain Curriculum for Neural Machine Translation [PDF]
- Interactive Machine Comprehension with Information Seeking Agents [PDF]
- Facet-Aware Evaluation for Extractive Summarization [PDF]
- Dialogue Coherence Assessment Without Explicit Dialogue Act Labels [PDF]
- SenseBERT: Driving Some Sense into BERT [PDF]
- A Relational Memory-based Embedding Model for Triple Classification and Search Personalization [PDF]
- Katecheo: A Portable and Modular System for Multi-Topic Question Answering [PDF]
- TVQA+: Spatio-Temporal Grounding for Video Question Answering [PDF]
- Few-Shot NLG with Pre-Trained Language Model [PDF]
- Effective Estimation of Deep Generative Language Models [PDF]
- Image Chat: Engaging Grounded Conversations [PDF]
- One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases [PDF]