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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

Adopting Ensemble Learning for Cross-lingual Classification of Crisis-related Text On Social Media ACL 2024 A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding Interspeech 2024 Advancing Cross-Lingual Entity Alignment with Large Language Models: Tailored Sample Segmentation and Zero-Shot Prompts EMNLP 2024 Advancing Generative AI for Portuguese with Open Decoder Gervásio PT* COLING 2024 Advancing Large Language Model Attribution through Self-Improving EMNLP 2024 Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations ACL 2024 Advancing NMT for Indigenous Languages: A Case Study on Yucatec Mayan and Chol NAACL 2024 Advancing the Arabic WordNet: Elevating Content Quality COLING 2024 Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees NeurIPS 2024 Adversarial Learning for Multi-Lingual Entity Linking ACL 2024 Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game ACL 2024 Adversarial Representation Engineering: A General Model Editing Framework for Large Language Models NeurIPS 2024 AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators ACL 2024 A Family of Pretrained Transformer Language Models for Russian COLING 2024 A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks ICML 2024 African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification EMNLP 2024 AfriInstruct: Instruction Tuning of African Languages for Diverse Tasks EMNLP 2024 AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages NAACL 2024 A Full-duplex Speech Dialogue Scheme Based On Large Language Model NeurIPS 2024 AGE: Amharic, Ge’ez and English Parallel Dataset ACL 2024 AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories EMNLP 2024 AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents NeurIPS 2024 Agent Lumos: Unified and Modular Training for Open-Source Language Agents ACL 2024 AgentReview: Exploring Peer Review Dynamics with LLM Agents EMNLP 2024 AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation EMNLP 2024