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)

Improving Cross Lingual Transfer by Pretraining with Active Forgetting EMNLP 2025 Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models NAACL 2025 Improving Data Efficiency via Curating LLM-Driven Rating Systems ICLR 2025 Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study COLING 2025 Improving Dialogue Discourse Parsing through Discourse-aware Utterance Clarification ACL 2025 Improving Dialogue State Tracking through Combinatorial Search for In-Context Examples ACL 2025 Improving Diversity in Language Models: When Temperature Fails, Change the Loss ICML 2025 Improving Document Retrieval Coherence for Semantically Equivalent Queries IJCNLP 2025 Improving Efficiency of Answer Set Planning with Rough Solutions from Large Language Models for Robotic Task Planning IJCAI 2025 Improving Explainable Fact-Checking with Claim-Evidence Correlations COLING 2025 Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators AAAI 2025 Improving Fairness of Large Language Models in Multi-document Summarization ACL 2025 Improving Hate Speech Classification with Cross-Taxonomy Dataset Integration NAACL 2025 Improving In-context Learning Example Retrieval for Classroom Discussion Assessment with Re-ranking and Label Ratio Regulation ACL 2025 Improving Informally Romanized Language Identification EMNLP 2025 Improving Instruction-Following in Language Models through Activation Steering ICLR 2025 Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025 Improving Language Model Personas via Rationalization with Psychological Scaffolds EMNLP 2025 Improving Language Transfer Capability of Decoder-only Architecture in Multilingual Neural Machine Translation EMNLP 2025 Improving Large Language Model Confidence Estimates using Extractive Rationales for Classification ACL 2025 Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates EMNLP 2025 Improving LLM Abilities in Idiomatic Translation COLING 2025 Improving LLM-as-a-Judge Inference with the Judgment Distribution EMNLP 2025 Improving LLM’s Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization IJCNLP 2025 Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens ICML 2025