Cover Image

CHOIR: Collaborative Harmonization fOr Inference Robustness

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Dong, Xiangjue, Wang, Cong, Teleki, Maria, Bismay, Millennium, Caverlee, James
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning
by: Bismay, Millennium, et al.
Published: (2024)

A Survey on LLM Inference-Time Self-Improvement
by: Dong, Xiangjue, et al.
Published: (2024)

Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models
by: Teleki, Maria, et al.
Published: (2025)

Language Models as Semantic Augmenters for Sequential Recommenders
by: Valizadeh, Mahsa, et al.
Published: (2025)

Conversational Speech Reveals Structural Robustness Failures in SpeechLLM Backbones
by: Teleki, Maria, et al.
Published: (2025)

Z-Scores: A Metric for Linguistically Assessing Disfluency Removal
by: Teleki, Maria, et al.
Published: (2025)

PromptHelper: A Prompt Recommender System for Encouraging Creativity in AI Chatbot Interactions
by: Kim, Jason, et al.
Published: (2026)

$DA^3$: A Distribution-Aware Adversarial Attack against Language Models
by: Wang, Yibo, et al.
Published: (2023)

Disclosure and Mitigation of Gender Bias in LLMs
by: Dong, Xiangjue, et al.
Published: (2024)

Large Language Models and Causal Inference in Collaboration: A Survey
by: Liu, Xiaoyu, et al.
Published: (2024)

Causal Inference for Human-Language Model Collaboration
by: Zhang, Bohan, et al.
Published: (2024)

ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQL
by: Qin, Yang, et al.
Published: (2024)

DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management
by: Yin, Kai, et al.
Published: (2025)

EvoP: Robust LLM Inference via Evolutionary Pruning
by: Wu, Shangyu, et al.
Published: (2025)

LLM-Hanabi: Evaluating Multi-Agent Gameplays with Theory-of-Mind and Rationale Inference in Imperfect Information Collaboration Game
by: Liang, Fangzhou, et al.
Published: (2025)

fMRI-LM: Towards a Universal Foundation Model for Language-Aligned fMRI Understanding
by: Wei, Yuxiang, et al.
Published: (2025)

When Less is Enough: Efficient Inference via Collaborative Reasoning
by: Chen, Yilei, et al.
Published: (2026)

Experimental Contexts Can Facilitate Robust Semantic Property Inference in Language Models, but Inconsistently
by: Misra, Kanishka, et al.
Published: (2024)

The Remarkable Robustness of LLMs: Stages of Inference?
by: Lad, Vedang, et al.
Published: (2024)

Interpretable Differential Diagnosis with Dual-Inference Large Language Models
by: Zhou, Shuang, et al.
Published: (2024)

Robust Claim Verification Through Fact Detection
by: Jafari, Nazanin, et al.
Published: (2024)

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference
by: Liu, Dong, et al.
Published: (2025)

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models
by: Yu, Wenhao, et al.
Published: (2023)

SentiFuse: Deep Multi-model Fusion Framework for Robust Sentiment Extraction
by: Duong, Hieu Minh, et al.
Published: (2026)

How to Train Data-Efficient LLMs
by: Sachdeva, Noveen, et al.
Published: (2024)

From $f(x)$ and $g(x)$ to $f(g(x))$: LLMs Learn New Skills in RL by Composing Old Ones
by: Yuan, Lifan, et al.
Published: (2025)

A Survey on Efficient Inference for Large Language Models
by: Zhou, Zixuan, et al.
Published: (2024)

LoRA-Leak: Membership Inference Attacks Against LoRA Fine-tuned Language Models
by: Ran, Delong, et al.
Published: (2025)

Planning with Multi-Constraints via Collaborative Language Agents
by: Zhang, Cong, et al.
Published: (2024)

Harmonic Reasoning in Large Language Models
by: Kruspe, Anna
Published: (2024)

Completion $\neq$ Collaboration: Scaling Collaborative Effort with Agents
by: Shen, Shannon Zejiang, et al.
Published: (2025)

Theory of Mind in Action: The Instruction Inference Task in Dynamic Human-Agent Collaboration
by: Saad, Fardin, et al.
Published: (2025)

DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management
by: Yin, Kai, et al.
Published: (2025)

CA-SQL: Complexity-Aware Inference Time Reasoning for Text-to-SQL via Exploration and Compute Budget Allocation
by: Petullo, James, et al.
Published: (2026)

SocialPulse: An Open-Source Subreddit Sensemaking Toolkit
by: Birkelbach, Stephanie, et al.
Published: (2026)

The Collaboration Gap
by: Davidson, Tim R., et al.
Published: (2025)

Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning
by: Si, Shuzheng, et al.
Published: (2023)

LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models
by: Diao, Shizhe, et al.
Published: (2023)

Beyond Single Ground Truth: Reference Monism as Epistemic Injustice in ASR Evaluation
by: Choi, Anna Seo Gyeong, et al.
Published: (2026)

LLMs Are Prone to Fallacies in Causal Inference
by: Joshi, Nitish, et al.
Published: (2024)