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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)

Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives ACL 2024 Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes ACL 2024 Large Language Models for Generative Recommendation: A Survey and Visionary Discussions COLING 2024 Large Language Models for Propaganda Span Annotation EMNLP 2024 Large Language Models for Scientific Information Extraction: An Empirical Study for Virology EACL 2024 Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning NeurIPS 2024 Large Language Models Help Humans Verify Truthfulness – Except When They Are Convincingly Wrong NAACL 2024 Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024 Large Language Models Provide Human-Level Medical Text Snippet Labeling NAACL 2024 Large Language Models Sensitivity to The Order of Options in Multiple-Choice Questions NAACL 2024 Large language model validity via enhanced conformal prediction methods NeurIPS 2024 Large Scale Narrative Messaging around Climate Change: A Cross-Cultural Comparison ACL 2024 LastResort at SemEval-2024 Task 3: Exploring Multimodal Emotion Cause Pair Extraction as Sequence Labelling Task SemEval 2024 Latent vs Explicit Knowledge Representation: How ChatGPT Answers Questions about Low-Frequency Entities COLING 2024 LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test Construction AAAI 2024 LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification COLING 2024 LawBench: Benchmarking Legal Knowledge of Large Language Models EMNLP 2024 LayoutFormer: Hierarchical Text Detection Towards Scene Text Understanding CVPR 2024 LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding CVPR 2024 LayoutPointer: A Spatial-Context Adaptive Pointer Network for Visual Information Extraction NAACL 2024 LC4EE: LLMs as Good Corrector for Event Extraction ACL 2024 LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024 Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs EACL 2024 Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL EMNLP 2024 Learning from Implicit User Feedback, Emotions and Demographic Information in Task-Oriented and Document-Grounded Dialogues EMNLP 2024