Natural Language Processing

LEMUR: A Corpus for Robust Fine-Tuning of Multilingual Law Embedding Models for Retrieval EACL 2026 Less is More: Adapting Text Embeddings for Low-Resource Languages with Small Scale Noisy Synthetic Data EACL 2026 Let’s Simplify Step by Step: Guiding LLM Towards Multilingual Unsupervised Proficiency-Controlled Sentence Simplification EACL 2026 Leveraging CoHere Multilingual Embeddings and Inverted Softmax Retrieval for Automatic Parallel Sentence Alignment in Low-Resource Languages EACL 2026 Leveraging Digitized Newspapers to Collect Summarization Data in Low-Resource Languages EACL 2026 Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs EACL 2026 Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning ACL 2026 Leveraging Textual Compositional Reasoning for Robust Change Captioning AAAI 2026 Leveraging Wikidata for Geographically Informed Sociocultural Bias Dataset Creation: Application to Latin America EACL 2026 LexChain: Modeling Legal Reasoning Chains for Chinese Tort Case Analysis AAAI 2026 Lexical Popularity: Quantifying the Impact of Pre-training for LLM Performance EACL 2026 LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models AAAI 2026 LexMachina at SemEval-2026 Task 2: Predicting Variation in Emotional Valence and Arousal over Time from Ecological Essays SemEval 2026 LexRel: Benchmarking Legal Relation Extraction for Chinese Civil Cases ACL 2026 LGSA: Label Geometry Structuring and Aligning for Hierarchical Text Classification ACL 2026 LIAAD INESCTEC at SemEval-2026 Task 4: Unsupervised Narrative Similarity via Discourse Representation Structures and Sentence Embeddings SemEval 2026 LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization AAAI 2026 Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026 Lightweight LLM Agent Memory with Small Language Models ACL 2026 Limited Linguistic Diversity in Embodied AI Datasets ACL 2026 Linear-Time and Constant-Memory Text Embeddings Based on Recurrent Language Models ACL 2026 LingGen: Scalable Multi-Attribute Linguistic Control via Power-Law Masking EACL 2026 LingoResearchGroup at SemEval-2026 Task 9: Evaluating Prompt Variants for Polarization Detection SemEval 2026 Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing ACL 2026 Linguistically-Informed Evaluation of LLMs on Acceptability Judgments in a Forced-Choice Paradigm ACL 2026