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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)

ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval ACL 2024 LitSearch: A Retrieval Benchmark for Scientific Literature Search EMNLP 2024 LIVE: Learnable In-Context Vector for Visual Question Answering NeurIPS 2024 Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024 LJPCheck: Functional Tests for Legal Judgment Prediction ACL 2024 LLaMA-2-Econ: Enhancing Title Generation, Abstract Classification, and Academic Q&A in Economic Research COLING 2024 Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ACL 2024 LLaMA-Based Models for Aspect-Based Sentiment Analysis ACL 2024 Llama meets EU: Investigating the European political spectrum through the lens of LLMs NAACL 2024 LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages EMNLP 2024 LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models ACL 2024 LLatrieval: LLM-Verified Retrieval for Verifiable Generation NAACL 2024 LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected? NAACL 2024 LLM as a metric critic for low resource relation identification EMNLP 2024 LLM-Assisted Rule Based Machine Translation for Low/No-Resource Languages NAACL 2024 LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems NAACL 2024 LLM-based Machine Translation and Summarization for Latin COLING 2024 LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024 LLM-Based Robust Product Classification in Commerce and Compliance EMNLP 2024 LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications NAACL 2024 LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024 LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection EMNLP 2024 LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection NAACL 2024 LLM-Driven Multimodal Opinion Expression Identification Interspeech 2024 LLMEdgeRefine: Enhancing Text Clustering with LLM-Based Boundary Point Refinement EMNLP 2024