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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10
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77
224
402
561
898
1,020
1,354
1,930
3,704
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1,149
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Papers (including subtopics)
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers
NAACL 2025
UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation
ACL 2025
Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference
EMNLP 2025
UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever
ACL 2025
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights
ACL 2025
Union Is Strength! Unite the Power of LLMs and MLLMs for Chart Question Answering
AAAI 2025
Universal Length Generalization with Turing Programs
ICML 2025
Universal Patterns of Grammatical Gender in Multilingual Large Language Models
EMNLP 2025
Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning
ICLR 2025
Unlike “Likely”, “Unlike” is Unlikely: BPE-based Segmentation hurts Morphological Derivations in LLMs
COLING 2025
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning
ICLR 2025
Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering
ACL 2025
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerland
EMNLP 2025
Unlocking LLM Safeguards for Low-Resource Languages via Reasoning and Alignment with Minimal Training Data
EMNLP 2025
Unlocking Post-hoc Dataset Inference with Synthetic Data
ICML 2025
Unlocking Recursive Thinking of LLMs: Alignment via Refinement
ACL 2025
Unmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models
ACL 2025
Unnatural Languages Are Not Bugs but Features for LLMs
ICML 2025
Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification
EMNLP 2025
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning
ACL 2025
UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs’ Memorization
ACL 2025
Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models
ACL 2025
Unstable Grounds for Beautiful Trees? Testing the Robustness of Concept Translations in the Compilation of Multilingual Wordlists
ACL 2025
Unstructured Evidence Attribution for Long Context Query Focused Summarization
EMNLP 2025
Unstructured Minds, Predictable Machines: A Comparative Study of Narrative Cohesion in Human and LLM Stream-of-Consciousness Writing
ACL 2025