Natural Language Processing

TeleAI at SemEval-2026 Task 4: Few-Shot Narrative Similarity Modeling for Classification and Ranking SemEval 2026 TeleAI at SemEval-2026 Task 6: A Confidence-Aware Multi-Stage Reasoning Framework with Chain-of-Thought SemEval 2026 TELLME: Test-Enhanced Learning for Language Model Enrichment EACL 2026 TeluguEval: A Comprehensive Benchmark for Evaluating LLM Capabilities in Telugu EACL 2026 Template-Theorems Graph Construction to Enhance Mathematical Reasoning Capabilities of LLM AAAI 2026 TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment AAAI 2026 Temporal Evidence Chain for Temporal Knowledge Graph Question Answering with Large Language Models ACL 2026 Temporal Leakage in Search-Engine Date-Filtered Web Retrieval: A Retrospective Forecasting Case Study ACL 2026 TEN: Table Explicitization, Neurosymbolically ACL 2026 TermGPT: Multi-Level Contrastive Fine-Tuning for Terminology Adaptation in Legal and Financial Domains AAAI 2026 Testing Low-Resource Language Support in LLMs Using Language Proficiency Exams: the Case of Luxembourgish EACL 2026 Test-time Corpus Feedback: From Retrieval to RAG EACL 2026 Test-Time Scaling of Reasoning Models for Machine Translation EACL 2026 Text2Tabular – Reconstructing Tabular Research Data from Scientific Publications ACL 2026 Text Classification Under Class Distribution Shift: A Survey EACL 2026 Text Filter Based on Automatically Acquired Vocabularies for Multilingual Machine Translation EACL 2026 TextMineX: Data, Evaluation Framework and Ontology-guided LLM Pipeline for Humanitarian Mine Action EACL 2026 Text-to-Text Automatic Story Generation: A Survey EACL 2026 Textual Self-Attention Network: Test-Time Preference Optimization Through Textual Gradient-Based Attention AAAI 2026 TFB at SemEval-2026 Task 4: Diagnosing Model Failures in Narrative Understanding SemEval 2026 TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking AAAI 2026 TGCA-LLM: Time-Aware Graph-Text Contrastive Alignment for Enhancing LLMs in Temporal Knowledge Graph Completion AAAI 2026 The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP ACL 2026 The Anthropology of Food: How NLP can Help us Unravel the Food cultures of the World EACL 2026 The Argonauts at SemEval 2026 Task 6: Large Language Models for Response Clarity Classification: Prompting, Fine-Tuning, and Data-Centric Approaches SemEval 2026