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)

FactAlign: Long-form Factuality Alignment of Large Language Models EMNLP 2024 Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models ACL 2024 FactCHD: Benchmarking Fact-Conflicting Hallucination Detection IJCAI 2024 Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers EMNLP 2024 Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification ACL 2024 Fact-Driven Logical Reasoning for Machine Reading Comprehension AAAI 2024 FactGenius: Combining Zero-Shot Prompting and Fuzzy Relation Mining to Improve Fact Verification with Knowledge Graphs EMNLP 2024 Fact or Fiction? Improving Fact Verification with Knowledge Graphs through Simplified Subgraph Retrievals EMNLP 2024 Factorized Learning Assisted with Large Language Model for Gloss-free Sign Language Translation COLING 2024 FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL 2024 Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators ACL 2024 Factuality of Large Language Models: A Survey EMNLP 2024 FaGANet: An Evidence-Based Fact-Checking Model with Integrated Encoder Leveraging Contextual Information COLING 2024 FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis COLING 2024 Fair Abstractive Summarization of Diverse Perspectives NAACL 2024 FairBelief - Assessing Harmful Beliefs in Language Models NAACL 2024 Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP 2024 FAIR: Filtering of Automatically Induced Rules EACL 2024 FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding EMNLP 2024 Faithful Logical Reasoning via Symbolic Chain-of-Thought ACL 2024 Faithfulness Measurable Masked Language Models ICML 2024 Faithful Persona-based Conversational Dataset Generation with Large Language Models ACL 2024 Fake Alignment: Are LLMs Really Aligned Well? NAACL 2024 FalAI: A Dataset for End-to-end Spoken Language Understanding in a Low-Resource Scenario COLING 2024 FAME: Towards Factual Multi-Task Model Editing EMNLP 2024