- 2D-DPO_ Scaling Direct Preference Optimization with 2-Dimensional Supervision
- A Bayesian Optimization Approach to Machine Translation Reranking
- A Closer Look into Mixture-of-Experts in Large Language Models
- A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models
- A Comprehensive Survey of Contemporary Arabic Sentiment Analysis_ Methods, Challenges, and Future Directions
- A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation
- A Data-Driven Method for Analyzing and Quantifying Lyrics-Dance Motion Relationships
- A Distributional Perspective on Word Learning in Neural Language Models
- A Fair Comparison without Translationese_ English vs. Target-language Instructions for Multilingual LLMs
- A Federated Framework for LLM-based Recommendation
- A Grounded Typology of Word Classes
- A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization_ Data Augmentation and Semi-supervised Approaches
- A Large-Scale Benchmark for Vietnamese Sentence Paraphrases
- A Layered Debating Multi-Agent System for Similar Disease Diagnosis
- A Logical Fallacy-Informed Framework for Argument Generation
- A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model
- A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation
- A Novel Computational Modeling Foundation for Automatic Coherence Assessment
- A Picture is Worth A Thousand Numbers_ Enabling LLMs Reason about Time Series via Visualization
- A Practical Analysis of Human Alignment with _PO
- A Practical Examination of AI-Generated Text Detectors for Large Language Models
- A Practical Method for Generating String Counterfactuals
- A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation
- A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models
- A Survey of NLP Progress in Sino-Tibetan Low-Resource Languages
- A Survey of QUD Models for Discourse Processing
- A Survey to Recent Progress Towards Understanding In-Context Learning
- A Systematic Examination of Preference Learning through the Lens of Instruction-Following
- A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference
- A Template Is All You Meme
- A Top-down Graph-based Tool for Modeling Classical Semantic Maps_ A Case Study of Supplementary Adverbs
- A Unified Supervised and Unsupervised Dialogue Topic Segmentation Framework Based on Utterance Pair Modeling
- A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding
- ACCESS _ A Benchmark for Abstract Causal Event Discovery and Reasoning
- ACCORD_ Closing the Commonsense Measurability Gap
- AEGIS2.0_ A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails
- AI-Assisted Human Evaluation of Machine Translation
- AI-LieDar _ Examine the Trade-off Between Utility and Truthfulness in LLM Agents
- AID_ Adaptive Integration of Detectors for Safe AI with Language Models
- ALERT_ An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations
- ALPACA AGAINST VICUNA_ Using LLMs to Uncover Memorization of LLMs
- ALTER_ Augmentation for Large-Table-Based Reasoning
- ALiiCE_ Evaluating Positional Fine-grained Citation Generation
- ALinFiK_ Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Party LLM Data Valuation
- AMPS_ ASR with Multimodal Paraphrase Supervision
- ARISE_ Iterative Rule Induction and Synthetic Data Generation for Text Classification
- ASRank_ Zero-Shot Re-Ranking with Answer Scent for Document Retrieval
- Accounting for Sycophancy in Language Model Uncertainty Estimation
- AcrosticSleuth_ Probabilistic Identification and Ranking of Acrostics in Multilingual Corpora
- Active Few-Shot Learning for Text Classification