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

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'25

Papers (including subtopics)

MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models ICML 2025 MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows NAACL 2025 Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching COLING 2025 Matching and Linking Entries in Historical Swedish Encyclopedias NAACL 2025 MATCH: Modality-Calibrated Hypergraph Fusion Network for Conversational Emotion Recognition IJCAI 2025 MateInfoUB: A Real-World Benchmark for Testing LLMs in Competitive, Multilingual, and Multimodal Educational Tasks ACL 2025 MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code ICLR 2025 MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning ACL 2025 MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion ACL 2025 MathGAP: Out-of-Distribution Evaluation on Problems with Arbitrarily Complex Proofs ICLR 2025 Math Natural Language Inference: this should be easy! EMNLP 2025 Math Neurosurgery: Isolating Language Models’ Math Reasoning Abilities Using Only Forward Passes ACL 2025 MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula AAAI 2025 Matina: A Culturally-Aligned Persian Language Model Using Multiple LoRA Experts ACL 2025 Matina: A Large-Scale 73B Token Persian Text Corpus NAACL 2025 Mat-Instructions: A Large-Scale Inorganic Material Instruction Dataset for Large Language Models IJCAI 2025 MATO: A Model-Agnostic Training Optimization for Aspect Sentiment Triplet Extraction NAACL 2025 Mātṛkā: Multilingual Jailbreak Evaluation of Open-Source Large Language Models AACL 2025 Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science EMNLP 2025 MatViX: Multimodal Information Extraction from Visually Rich Articles NAACL 2025 MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025 MaXIFE: Multilingual and Cross-lingual Instruction Following Evaluation ACL 2025 Maximizing Signal in Human-Model Preference Alignment AAAI 2025 Maximizing the Effectiveness of Larger BERT Models for Compression ACL 2025 MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models EMNLP 2025