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Applications

26,116 papers (87 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Text Classification (6,339) Machine Translation (4,668) Question Answering (4,039) Information Extraction (3,097) Sentiment Analysis (2,534) Information Retrieval (2,392) Natural Language Inference (1,417) Fact-Checking (931) Machine Reading Comprehension (891) Natural Language Understanding (699) Intent Classification (500) Text Processing (427) Semantic Parsing (408) Visual Question Answering (238) Relation Extraction (222) Argument Mining (173) Topic Modeling (169) Document Analysis (133) Natural Language Generation (112) Evaluation (103) Text Simplification (87) Word Sense Disambiguation (85) Clinical NLP (84) Entity Linking (76) Speech Recognition (75) Quality Estimation (67) Image Captioning (66) Code Generation (59) Emotion Recognition (54) Natural Language Processing (46) Spoken Language Understanding (46) Sequence Labeling (45) Slot Filling (43) Emotion Detection (40) Grammatical Error Correction (29) Question Generation (28) Legal NLP (28) Text Recognition (26) Video Captioning (26) Text Mining (23) Emotion Analysis (23) Reading Comprehension (20) Stance Detection (18) Event Extraction (13) Opinion Mining (11) Semantic Role Labeling (7)

Papers per year

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9
23
2,484
4,938
2000
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Papers (including subtopics)

On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings EMNLP 2021 On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation EMNLP 2021 On the Cross-lingual Transferability of Contextualized Sense Embeddings EMNLP 2021 On the differences between BERT and MT encoder spaces and how to address them in translation tasks ACL 2021 On the Difficulty of Segmenting Words with Attention EMNLP 2021 On the Dynamics of Training Attention Models ICLR 2021 On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study ACL 2021 On the Hidden Treasure of Dialog in Video Question Answering ICCV 2021 On the (In)Effectiveness of Images for Text Classification EACL 2021 On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021 On the Limits of Minimal Pairs in Contrastive Evaluation EMNLP 2021 On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world Noise EMNLP 2021 On the Stability of System Rankings at WMT EMNLP 2021 On the Transferability of Adversarial Attacks against Neural Text Classifier EMNLP 2021 On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly Articles NAACL 2021 OntoED: Low-resource Event Detection with Ontology Embedding ACL 2021 On User Interfaces for Large-Scale Document-Level Human Evaluation of Machine Translation Outputs EACL 2021 OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification ACL 2021 Open Aspect Target Sentiment Classification with Natural Language Prompts EMNLP 2021 OpenAttack: An Open-source Textual Adversarial Attack Toolkit ACL 2021 Open-domain clarification question generation without question examples EMNLP 2021 Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs EMNLP 2021 Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021 Open-Domain Question Answering Goes Conversational via Question Rewriting NAACL 2021 Open Domain Question Answering over Tables via Dense Retrieval NAACL 2021