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)

LOFT: Scalable and More Realistic Long-Context Evaluation NAACL 2025 LOG: A Local-to-Global Optimization Approach for Retrieval-based Explainable Multi-Hop Question Answering COLING 2025 Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025 Logical Consistency of Large Language Models in Fact-Checking ICLR 2025 Logical forms complement probability in understanding language model (and human) performance ACL 2025 Logically Constrained Decoding EMNLP 2025 Logic Distillation: Learning from Code Function by Function for Decision-making Tasks IJCAI 2025 LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models ACL 2025 Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction AAAI 2025 Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025 LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025 LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025 LogiDebrief: A Signal-Temporal Logic Based Automated Debriefing Approach with Large Language Models Integration IJCAI 2025 LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025 Logits are All We Need to Adapt Closed Models ICML 2025 LOGO — Long cOntext aliGnment via efficient preference Optimization ICML 2025 LogRules: Enhancing Log Analysis Capability of Large Language Models through Rules NAACL 2025 LoGU: Long-form Generation with Uncertainty Expressions ACL 2025 Loki: An Open-Source Tool for Fact Verification COLING 2025 LOLA – An Open-Source Massively Multilingual Large Language Model COLING 2025 LongAttn: Selecting Long-context Training Data via Token-level Attention ACL 2025 LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks ACL 2025 LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA ACL 2025 Long Context Benchmark for the Russian Language EMNLP 2025 Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps EMNLP 2025