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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)

Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks AACL 2022 Permutation Invariant Strategy Using Transformer Encoders for Table Understanding NAACL 2022 Persian Natural Language Inference: A Meta-learning Approach COLING 2022 Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense ACL 2022 PHEE: A Dataset for Pharmacovigilance Event Extraction from Text EMNLP 2022 PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence ACL 2022 Phonetic Embedding for ASR Robustness in Entity Resolution Interspeech 2022 Picard understanding Darmok: A Dataset and Model for Metaphor-Rich Translation in a Constructed Language EMNLP 2022 Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services AAAI 2022 PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning SemEval 2022 PICO Corpus: A Publicly Available Corpus to Support Automatic Data Extraction from Biomedical Literature AACL 2022 PICT@DravidianLangTech-ACL2022: Neural Machine Translation On Dravidian Languages ACL 2022 PICT@WAT 2022: Neural Machine Translation Systems for Indic Languages COLING 2022 PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature AACL 2022 PIE-QG: Paraphrased Information Extraction for Unsupervised Question Generation from Small Corpora CoNLL 2022 PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation EMNLP 2022 PINGAN_AI at SemEval-2022 Task 9: Recipe knowledge enhanced model applied in Competence-based Multimodal Question Answering SemEval 2022 PingAnTech at SMM4H task1: Multiple pre-trained model approaches for Adverse Drug Reactions COLING 2022 Pinpointing Fine-Grained Relationships between Hateful Tweets and Replies AAAI 2022 Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval NAACL 2022 Pixie: Preference in Implicit and Explicit Comparisons ACL 2022 Play música alegre: A Large-Scale Empirical Analysis of Cross-Lingual Phenomena in Voice Assistant Interactions EMNLP 2022 PLM-ICD: Automatic ICD Coding with Pretrained Language Models NAACL 2022 Plug-and-Play Adaptation for Continuously-updated QA ACL 2022 Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022