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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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2
9
23
2,484
4,938
2000
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Papers (including subtopics)

SOLID: Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking Dialogs NAACL 2025 Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL COLING 2025 SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025 SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025 so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs EMNLP 2025 SONAR-SLT: Multilingual Sign Language Translation via Language-Agnostic Sentence Embedding Supervision EMNLP 2025 Song Lyrics Adaptations: Computational Interpretation of the Pentathlon Principle NAACL 2025 sonrobok4 Team at SemEval-2025 Task 8: Question Answering over Tabular Data Using Pandas and Large Language Models SemEval 2025 Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems ICML 2025 SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models EMNLP 2025 Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025 Source Attribution for Large Language Models IJCNLP 2025 Source-primed Multi-turn Conversation Helps Large Language Models Translate Documents EMNLP 2025 SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant Interspeech 2025 SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection ACL 2025 Span Labeling with Large Language Models: Shell vs. Meat ACL 2025 Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025 SparQLe: Speech Queries to Text Translation Through LLMs ACL 2025 SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model ICLR 2025 Spatial relation marking across languages: extraction, evaluation, analysis CoNLL 2025 SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding ACL 2025 Speaker-Aware Multi-Task Learning for Speech Emotion Recognition Interspeech 2025 Specification-Aware Machine Translation and Evaluation for Purpose Alignment EMNLP 2025 Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting ICLR 2025 Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs EMNLP 2025