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)

Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG ICLR 2025 Long-context Reference-based MT Quality Estimation EMNLP 2025 LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information ACL 2025 LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data ACL 2025 Long-form Hallucination Detection with Self-elicitation ACL 2025 Long-Form Information Alignment Evaluation Beyond Atomic Facts EMNLP 2025 Long-Form Speech Generation with Spoken Language Models ICML 2025 LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs ICLR 2025 LongLeader: A Comprehensive Leaderboard for Large Language Models in Long-context Scenarios NAACL 2025 LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ICLR 2025 LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation ACL 2025 LongRoPE2: Near-Lossless LLM Context Window Scaling ICML 2025 LongSafety: Enhance Safety for Long-Context LLMs ACL 2025 LongSafety: Evaluating Long-Context Safety of Large Language Models ACL 2025 Long-Short Alignment for Effective Long-Context Modeling in LLMs ICML 2025 LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains EMNLP 2025 Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025 LongTail-Swap: benchmarking language models’ abilities on rare words EMNLP 2025 Long-Term Development of Attitudes towards Schizophrenia and Depression in Scientific Abstracts ACL 2025 LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos CVPR 2025 LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability EMNLP 2025 LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs ICLR 2025 LookAlike: Consistent Distractor Generation in Math MCQs ACL 2025 Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM AAAI 2025 Look Before You Leap: Universal Emergent Mechanism for Retrieval in Language Models ICLR 2025