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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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2000
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Papers (including subtopics)

Language Models for Text Classification: Is In-Context Learning Enough? COLING 2024 Language Models Hallucinate, but May Excel at Fact Verification NAACL 2024 Language Models Linearly Represent Sentiment EMNLP 2024 Language Models (Mostly) Do Not Consider Emotion Triggers When Predicting Emotion NAACL 2024 Language Models Still Struggle to Zero-shot Reason about Time Series EMNLP 2024 Language Models with Conformal Factuality Guarantees ICML 2024 Language, OCR, Form Independent (LOFI) pipeline for Industrial Document Information Extraction EMNLP 2024 Language Resources From Prominent Born-Digital Humanities Texts are Still Needed in the Age of LLMs EMNLP 2024 LANID: LLM-assisted New Intent Discovery COLING 2024 Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course EMNLP 2024 Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning EMNLP 2024 Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales AAAI 2024 Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting NAACL 2024 Large Language Models are Efficient Learners of Noise-Robust Speech Recognition ICLR 2024 Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition ACL 2024 Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024 Large Language Models are Limited in Out-of-Context Knowledge Reasoning EMNLP 2024 Large Language Models Are Not Robust Multiple Choice Selectors ICLR 2024 Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024 Large Language Models as Drug Information Providers for Patients COLING 2024 Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024 Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024 Large Language Models as Legal Translators of Arabic Legislation: Do ChatGPT and Gemini Care for Context and Terminology? ACL 2024 Large Language Models Can Learn Representation in Natural Language ACL 2024 Large Language Models' Expert-level Global History Knowledge Benchmark (HiST-LLM) NeurIPS 2024