Natural Language Processing

TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025 Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning ACL 2025 TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering EMNLP 2025 TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025 Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning EMNLP 2025 TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models ACL 2025 Table-R1: Inference-Time Scaling for Table Reasoning Tasks EMNLP 2025 TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning EMNLP 2025 Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers EMNLP 2025 TableWise at SemEval-2025 Task 8: LLM Agents for TabQA SemEval 2025 TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution COLING 2025 Tackling Low-Resource NMT with Instruction-Tuned LLaMA: A Study on Kokborok and Bodo EMNLP 2025 Tackling Social Bias against the Poor: a Dataset and a Taxonomy on Aporophobia NAACL 2025 TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis IJCNLP 2025 TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025 TactfulToM: Do LLMs have the Theory of Mind ability to understand White Lies? EMNLP 2025 TafBERTa: Learning Grammatical Rules from Small-Scale Language Acquisition Data in Hebrew EMNLP 2025 TAG–EQA: Text–And–Graph for Event Question Answering via Structured Prompting Strategies EMNLP 2025 Tagged Span Annotation for Detecting Translation Errors in Reasoning LLMs EMNLP 2025 Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts EMNLP 2025 Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation ACL 2025 TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025 Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack EMNLP 2025 Tahḏīb: A Rhythm-Aware Phrase Insertion for Classical Arabic Poetry Composition EMNLP 2025 Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective EMNLP 2025