Resources & Methods
16,196 papers (36 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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5
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77
224
402
561
898
1,020
1,354
1,930
3,704
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Papers (including subtopics)
Towards Multi-Level Transcript Segmentation: LoRA Fine-Tuning for Table-of-Contents Generation
Interspeech 2025
Towards Multilingual spoken Visual Question Answering system using Cross-Attention
COLING 2025
Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark
CVPR 2025
Towards Objective Fine-tuning: How LLMs’ Prior Knowledge Causes Potential Poor Calibration?
ACL 2025
Towards Open-Ended Discovery for Low-Resource NLP
EMNLP 2025
Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language
ACL 2025
Towards Optimal Evaluation Efficiency for Large Language Models
EMNLP 2025
Towards Optimal Multi-draft Speculative Decoding
ICLR 2025
Towards Practical and Knowledgeable LLMs for a Multilingual World: A Thesis Proposal
NAACL 2025
Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation
NAACL 2025
Towards Reliable Retrieval in RAG Systems for Large Legal Datasets
EMNLP 2025
Towards Resource-Rich Mizo and Khasi in NLP: Resource Development, Synthetic Data Generation and Model Building
ACL 2025
Towards Robust and Parameter-Efficient Knowledge Unlearning for LLMs
ICLR 2025
Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning
NAACL 2025
Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation
ACL 2025
(Towards) Scalable Reliable Automated Evaluation with Large Language Models
ACL 2025
Towards Semantic Equivalence of Tokenization in Multimodal LLM
ICLR 2025
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models
NAACL 2025
Towards the Law of Capacity Gap in Distilling Language Models
ACL 2025
Towards the Machine Translation of Scientific Neologisms
COLING 2025
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure
ACL 2025
Towards the Roots of the Negation Problem: A Multilingual NLI Dataset and Model Scaling Analysis
EMNLP 2025
Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs
IJCAI 2025
Towards Understanding LLM-Generated Biomedical Lay Summaries
NAACL 2025
Towards Unified, Dynamic and Annotation-based Visualisations and Exploration of Annotated Big Data Corpora with the Help of Unified Corpus Explorer
NAACL 2025