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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)

RELATE: Subjective evaluation dataset for automatic evaluation of relevance between text and audio Interspeech 2025 RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation ACL 2025 Relation-Aware Prompting Makes Large Language Models Effective Zero-shot Relation Extractors EMNLP 2025 Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025 Relation-Rich Visual Document Generator for Visual Information Extraction CVPR 2025 Relevant for the Right Reasons? Investigating Lexical Biases in Zero-Shot and Instruction-Tuned Rerankers EMNLP 2025 Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery ICLR 2025 Reliable Evaluation and Benchmarks for Statement Autoformalization EMNLP 2025 Reliable Inline Code Documentation with LLMs: Fine-Grained Evaluation of Comment Quality and Coverage AACL 2025 ReMedy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling EMNLP 2025 RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service ACL 2025 RePanda: Pandas-powered Tabular Verification and Reasoning ACL 2025 REPA: Russian Error Types Annotation for Evaluating Text Generation and Judgment Capabilities ACL 2025 Representation Purification for End-to-End Speech Translation COLING 2025 Representations of Fact, Fiction and Forecast in Large Language Models: Epistemics and Attitudes ACL 2025 Representation-to-Creativity (R2C): Automated Holistic Scoring Model for Essay Creativity NAACL 2025 Representing and Clustering Errors in Offensive Language Detection NAACL 2025 Reproducing the Argument Quality Prediction of Project Debater ACL 2025 ReproHum #0033-05: Human Evaluation of Factuality from A Multidisciplinary Perspective ACL 2025 ReproHum #0669-08: Reproducing Sentiment Transfer Evaluation ACL 2025 ReproHum #0744-02: A Reproduction of the Human Evaluation of Meaning Preservation in “Factorising Meaning and Form for Intent-Preserving Paraphrasing” ACL 2025 ReproHum: #0744-02: Investigating the Reproducibility of Semantic Preservation Human Evaluations ACL 2025 Re-ranking Reasoning Context with Tree Search Makes Large Vision-Language Models Stronger ICML 2025 ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision ACL 2025 ResearchArena: Benchmarking Large Language Models’ Ability to Collect and Organize Information as Research Agents EMNLP 2025