conftrace_

Natural Language Processing

46,586 papers (52 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Applications (26,116) Resources & Methods (16,196) Generation (11,987) Understanding (6,547)

Papers per year

4

2

8

9

3

6

15

21

21

24

20

18

23

39

31

42

365

1,249

2,179

2,937

3,999

4,088

5,096

5,558

8,132

9,879

2,818

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

Spatial relation marking across languages: extraction, evaluation, analysis CoNLL 2025 Spatial Representation of Large Language Models in 2D Scene ACL 2025 SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding ACL 2025 SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models CVPR 2025 Speaker-Aware Multi-Task Learning for Speech Emotion Recognition Interspeech 2025 Speaker Identification and Dataset Construction Using LLMs: A Case Study on Japanese Narratives NAACL 2025 Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues ACL 2025 Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking IJCNLP 2025 SpeCache: Speculative Key-Value Caching for Efficient Generation of LLMs ICML 2025 Specification-Aware Machine Translation and Evaluation for Purpose Alignment EMNLP 2025 SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation EMNLP 2025 SPECTRA: Faster Large Language Model Inference with Optimized Internal and External Speculation ACL 2025 Spectral Scaling Laws in Language Models: emphHow Effectively Do Feed-Forward Networks Use Their Latent Space? EMNLP 2025 SPeCtrum: A Grounded Framework for Multidimensional Identity Representation in LLM-Based Agent NAACL 2025 Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding ICML 2025 Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling ICLR 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 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 SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling EMNLP 2025 Speech Recognition Meets Large Language Model: Benchmarking, Models, and Exploration AAAI 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