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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)

Rethinking Generative Large Language Model Evaluation for Semantic Comprehension ICML 2024 Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality NeurIPS 2024 Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models EMNLP 2024 Rethinking Loss Functions for Fact Verification EACL 2024 Rethinking Skill Extraction in the Job Market Domain using Large Language Models EACL 2024 Rethinking STS and NLI in Large Language Models EACL 2024 Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point AAAI 2024 RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions ACL 2024 RetLLM-E: Retrieval-Prompt Strategy for Question-Answering on Student Discussion Forums AAAI 2024 Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024 Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft EMNLP 2024 Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments ACL 2024 Retrieval-augmented generation in multilingual settings ACL 2024 Retrieval Augmented Generation of Subjective Explanations for Socioeconomic Scenarios NAACL 2024 Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach EMNLP 2024 Retrieval-Augmented Knowledge Integration into Language Models: A Survey ACL 2024 Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever ACL 2024 Retrieval Augmented Spelling Correction for E-Commerce Applications EMNLP 2024 Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records NAACL 2024 Retrieval-based Question Answering with Passage Expansion Using a Knowledge Graph COLING 2024 Retrieval Evaluation for Long-Form and Knowledge-Intensive Image–Text Article Composition EMNLP 2024 Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models NAACL 2024 Retrieval is Accurate Generation ICLR 2024 Retrieval meets Long Context Large Language Models ICLR 2024 RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024