Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective
Comments Accepted to ACL 2024
期刊&会议
ACL
Annual Meeting of the Association for Computational Linguistics · 会议 · Natural Language Processing
Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation
Comments Accepted as the main paper of ACL 2024
LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition
Comments Accepted to Findings of ACL 2024
SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget
Comments Accepted at ACL 2024
Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models
Comments To appear in ACL 2024
Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning
Comments Accepted at Findings of ACL 2024
A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation
Comments To appear in ACL 2024 main conference
TimeChara: Evaluating Point-in-Time Character Hallucination of Role-Playing Large Language Models
Comments ACL 2024 Findings. Code and dataset are released at https://ahnjaewoo.github.io/timechara
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
Comments Accepted to ACL 2024 Findings
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models
Comments 13 pages, 5 figures, ACL 2024
Detection-Correction Structure via General Language Model for Grammatical Error Correction
Comments Long paper. Accepted by ACL 2024 Main Conference
Detoxifying Large Language Models via Knowledge Editing
Comments ACL 2024. Project website: https://zjunlp.github.io/project/SafeEdit Benchmark: https://huggingface.co/datasets/zjunlp/SafeEdit
Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution
Comments Accepted to ACL 2024
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning
Comments ACL 2024
EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models
Comments Accepted to Findings of ACL 24
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows
Comments Published in ACL 2024
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection
Comments Accepted by Findings of ACL 2024. 28 pages, 2 figures, 16 tables
History-Aware Conversational Dense Retrieval
Comments Accepted to Findings of ACL 2024
MM-LLMs: Recent Advances in MultiModal Large Language Models
Comments Accepted by ACL2024 (findings)
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning
Comments Accepted by ACL 2024 main conference. Repo: https://github.com/DaoD/INTERS
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A Survey
Comments 21 pages, 6 figures, Accepted in ACL Findings 2024
CausalCite: A Causal Formulation of Paper Citations
Comments ACL 2024 Findings
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering
Comments ACL 2024 main conference
Incremental Sequence Labeling: A Tale of Two Shifts
Comments accepted to ACL 2024
Isotropy, Clusters, and Classifiers
Comments ACL 2024
Unified Hallucination Detection for Multimodal Large Language Models
Comments Accepted by ACL 2024 (main conference)
Exploring Spatial Schema Intuitions in Large Language and Vision Models
Comments ACL Findings 2024
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
Comments ACL 2024 Main Conference. 64 pages (8 main), 70 figures, 37 tables. Blog: https://www.zjukg.org/project/MachineSoM
Explainable Recommendation with Personalized Review Retrieval and Aspect Learning
Journal ref Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 2023
Towards Weakly-Supervised Hate Speech Classification Across Datasets
Comments WOAH 7@ACL 2023
