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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

1
2
9
23
2,484
4,938
2000
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Papers (including subtopics)

Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling AAAI 2024 Towards Explainable Multi-Label Text Classification: A Multi-Task Rationalisation Framework for Identifying Indicators of Forced Labour EMNLP 2024 Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering ACL 2024 Towards Faithful Knowledge Graph Explanation Through Deep Alignment in Commonsense Question Answering EMNLP 2024 Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation COLING 2024 Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database COLING 2024 Towards Human-aligned Evaluation for Linear Programming Word Problems COLING 2024 Towards Improved Multi-Source Attribution for Long-Form Answer Generation NAACL 2024 Towards Interpretable Hate Speech Detection using Large Language Model-extracted Rationales NAACL 2024 Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks EMNLP 2024 Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport AAAI 2024 Towards Multilingual Audio-Visual Question Answering Interspeech 2024 Towards Multiple References Era – Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation ACL 2024 Towards Precise Localization of Critical Errors in Machine Translation ACL 2024 Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation COLING 2024 Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024 Towards Reducing Diagnostic Errors with Interpretable Risk Prediction NAACL 2024 Towards Robust Evidence-Aware Fake News Detection via Improving Semantic Perception COLING 2024 Towards Robust In-Context Learning for Machine Translation with Large Language Models COLING 2024 Towards Robust Multimodal Sentiment Analysis with Incomplete Data NeurIPS 2024 Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning ACL 2024 Towards Speech-to-Pictograms Translation Interspeech 2024 Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need? EMNLP 2024 Towards the TopMost: A Topic Modeling System Toolkit ACL 2024 Towards Understanding Factual Knowledge of Large Language Models ICLR 2024