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upvoted a paper about 1 month ago

A Matter of TASTE: Improving Coverage and Difficulty of Agent Benchmarks

Paper • 2605.28556 • Published May 27 • 73

upvoted a paper about 2 months ago

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image

Paper • 2605.10616 • Published May 11 • 142

upvoted a paper 2 months ago

Why Fine-Tuning Encourages Hallucinations and How to Fix It

Paper • 2604.15574 • Published Apr 16 • 25

upvoted 3 papers 4 months ago

Alignment Makes Language Models Normative, Not Descriptive

Paper • 2603.17218 • Published Mar 17 • 46

Motivation in Large Language Models

Paper • 2603.14347 • Published Mar 15 • 17

Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs

Paper • 2603.09906 • Published Mar 10 • 76

upvoted a paper 9 months ago

Fine-Grained Detection of Context-Grounded Hallucinations Using LLMs

Paper • 2509.22582 • Published Sep 26, 2025 • 12

upvoted 2 papers about 1 year ago

Multi-Domain Explainability of Preferences

Paper • 2505.20088 • Published May 26, 2025 • 20

TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations

Paper • 2505.18125 • Published May 23, 2025 • 113

upvoted 7 papers over 1 year ago

AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation

Paper • 2503.19693 • Published Mar 25, 2025 • 76

Inside-Out: Hidden Factual Knowledge in LLMs

Paper • 2503.15299 • Published Mar 19, 2025 • 56

TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space

Paper • 2501.12224 • Published Jan 21, 2025 • 47

Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance

Paper • 2410.18889 • Published Oct 24, 2024 • 15

GLEE: A Unified Framework and Benchmark for Language-based Economic Environments

Paper • 2410.05254 • Published Oct 7, 2024 • 85

LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations

Paper • 2410.02707 • Published Oct 3, 2024 • 47

NL-Eye: Abductive NLI for Images

Paper • 2410.02613 • Published Oct 3, 2024 • 23

upvoted a paper about 2 years ago

Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?

Paper • 2405.05904 • Published May 9, 2024 • 6

upvoted a collection over 2 years ago

SEAHORSE release

Collection

The SEAHORSE metrics (as described in https://arxiv.org/abs/2305.13194). • 12 items • Updated Mar 12 • 21

upvoted 2 papers almost 3 years ago

On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method

Paper • 2206.14796 • Published Jun 29, 2022 • 1

KoBE: Knowledge-Based Machine Translation Evaluation

Paper • 2009.11027 • Published Sep 23, 2020 • 1