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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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'25

Papers (including subtopics)

SpeechEE@XLLM25: End-to-End Structured Event Extraction from Speech ACL 2025 SpeechEE@XLLM25: Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction ACL 2025 SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models ACL 2025 Speech-to-Speech Machine Translation for Dialectal Variations of Hindi AACL 2025 SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information ACL 2025 Speech transcription from South Tyrolean Dialect to Standard German with Whisper Interspeech 2025 SPGISpeech 2.0: Transcribed multi-speaker financial audio for speaker-tagged transcription Interspeech 2025 Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows ICLR 2025 SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models ACL 2025 SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive EMNLP 2025 Spoken Document Retrieval for an Unwritten Language: A Case Study on Gormati EMNLP 2025 Spoken Language Understanding on Unseen Tasks With In-Context Learning Interspeech 2025 SpokenNativQA: Multilingual Everyday Spoken Queries for LLMs Interspeech 2025 SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering EMNLP 2025 SPORTSQL: An Interactive System for Real-Time Sports Reasoning and Visualization IJCNLP 2025 SPOT: Bridging Natural Language and Geospatial Search for Investigative Journalism ACL 2025 Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models ACL 2025 SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs ACL 2025 SQLGenie: A Practical LLM based System for Reliable and Efficient SQL Generation ACL 2025 SQLong: Enhanced NL2SQL for Longer Contexts with LLMs ACL 2025 SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps EMNLP 2025 SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User Requirements EMNLP 2025 SQUARE: Unsupervised Retrieval Adaptation via Synthetic Data EMNLP 2025 SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025 S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems ACL 2025