AI &amp; Sentiment Analysis

Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement Learning

2026-01-14

Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis

2026-01-13

A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection

2026-01-12

A Unified Framework for Backdoor Attacks on LLM-based Agents

2026-01-09

Home Category AI & Sentiment Analysis

AI & Sentiment Analysis

[2402.17304] Probing Multimodal Large Language Models for Global and Local Semantic Representations

View a PDF of the paper titled Probing Multimodal Giant Language Fashions for International and Native Semantic Representations, by Mingxu...

AI & Sentiment Analysis

[2411.12103] Does Unlearning Truly Unlearn? A Black Box Evaluation of LLM Unlearning Methods

View a PDF of the paper titled Does Unlearning Actually Unlearn? A Black Field Analysis of LLM Unlearning Strategies, by...

AI & Sentiment Analysis

Principles, Taxonomy, Challenges, and Open Questions

Authors:Lei Huang, Weijiang Yu, Weitao Ma, Weihong Zhong, Zhangyin Feng, Haotian Wang, Qianglong Chen, Weihua Peng, Xiaocheng Feng, Bing Qin,...

AI & Sentiment Analysis

[2406.04625] Key-Element-Informed sLLM Tuning for Document Summarization

View a PDF of the paper titled Key-Ingredient-Knowledgeable sLLM Tuning for Doc Summarization, by Sangwon Ryu and 4 different authors...

AI & Sentiment Analysis

Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees

View a PDF of the paper titled ConU: Conformal Uncertainty in Giant Language Fashions with Correctness Protection Ensures, by Zhiyuan...

AI & Sentiment Analysis

Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning

View a PDF of the paper titled Make the most of the Move earlier than Moving into the Identical River...

AI & Sentiment Analysis

[2405.01483] MANTIS: Interleaved Multi-Image Instruction Tuning

View a PDF of the paper titled MANTIS: Interleaved Multi-Picture Instruction Tuning, by Dongfu Jiang and 6 different authors View...

AI & Sentiment Analysis

A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning

View a PDF of the paper titled Not All Heads Matter: A Head-Degree KV Cache Compression Technique with Built-in Retrieval...

AI & Sentiment Analysis

Multi-Agent LLM Defense against Jailbreak Attacks

View a PDF of the paper titled AutoDefense: Multi-Agent LLM Protection towards Jailbreak Assaults, by Yifan Zeng and 4 different...

AI & Sentiment Analysis

[2407.15339] Deep Learning for Economists