Cover Image

Controllable Conversational Theme Detection Track at DSTC 12

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shalyminov, Igor, Su, Hang, Vincent, Jake, Singh, Siffi, Cai, Jason, Gung, James, Shu, Raphael, Mansour, Saab
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders
by: Zhang, Yuwei, et al.
Published: (2024)

FineSurE: Fine-grained Summarization Evaluation using LLMs
by: Song, Hwanjun, et al.
Published: (2024)

CERET: Cost-Effective Extrinsic Refinement for Text Generation
by: Cai, Jason, et al.
Published: (2024)

Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection
by: He, Jianfeng, et al.
Published: (2024)

MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets
by: Aboutalebi, Hossein, et al.
Published: (2024)

GLEAN: Active Generalized Category Discovery with Diverse LLM Feedback
by: Zou, Henry Peng, et al.
Published: (2025)

Structured List-Grounded Question Answering
by: Sung, Mujeen, et al.
Published: (2024)

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
by: Tang, Liyan, et al.
Published: (2024)

Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation
by: Koupaee, Mahnaz, et al.
Published: (2025)

Overview of Dialog System Evaluation Track: Dimensionality, Language, Culture and Safety at DSTC 12
by: Mendonça, John, et al.
Published: (2025)

DFlow: Diverse Dialogue Flow Simulation with Large Language Models
by: Du, Wanyu, et al.
Published: (2024)

CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions
by: Alkhouli, Tamer, et al.
Published: (2025)

MDSEval: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization
by: Liu, Yinhong, et al.
Published: (2025)

Optimizing LLM-Based Multi-Agent System with Textual Feedback: A Case Study on Software Development
by: Shen, Ming, et al.
Published: (2025)

RADIUS: Ranking, Distribution, and Significance - A Comprehensive Alignment Suite for Survey Simulation
by: Łajewska, Weronika, et al.
Published: (2026)

Cross-Lingual LLM-Judge Transfer via Evaluation Decomposition
by: Sheth, Ivaxi, et al.
Published: (2026)

Controllable Contextualized Image Captioning: Directing the Visual Narrative through User-Defined Highlights
by: Mao, Shunqi, et al.
Published: (2024)

FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs
by: Roy, Shamik, et al.
Published: (2024)

Eliciting Better Multilingual Structured Reasoning from LLMs through Code
by: Li, Bryan, et al.
Published: (2024)

Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings
by: Alqahtani, Sawsan, et al.
Published: (2021)

CATCH: A Controllable Theme Detection Framework with Contextualized Clustering and Hierarchical Generation
by: Ke, Rui, et al.
Published: (2025)

Topic Detection and Tracking with Time-Aware Document Embeddings
by: Jiang, Hang, et al.
Published: (2021)

PAARS: Persona Aligned Agentic Retail Shoppers
by: Mansour, Saab, et al.
Published: (2025)

Multilingual Self-Taught Faithfulness Evaluators
by: Alfano, Carlo, et al.
Published: (2025)

UniSumEval: Towards Unified, Fine-Grained, Multi-Dimensional Summarization Evaluation for LLMs
by: Lee, Yuho, et al.
Published: (2024)

MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation
by: Blandón, María Andrea Cruz, et al.
Published: (2025)

Interpreting Themes from Educational Stories
by: Zhang, Yigeng, et al.
Published: (2024)

DeAL: Decoding-time Alignment for Large Language Models
by: Huang, James Y., et al.
Published: (2024)

Temporal Graph Network: Hallucination Detection in Multi-Turn Conversation
by: Rathore, Vidhi, et al.
Published: (2026)

Trajectories of Change: Approaches for Tracking Knowledge Evolution
by: Schlattmann, Raphael, et al.
Published: (2024)

Mixture of LoRA Experts for Low-Resourced Multi-Accent Automatic Speech Recognition
by: Bagat, Raphaël, et al.
Published: (2025)

BEST-RQ-Based Self-Supervised Learning for Whisper Domain Adaptation
by: Bagat, Raphaël, et al.
Published: (2025)

Learning to Summarize from LLM-generated Feedback
by: Song, Hwanjun, et al.
Published: (2024)

Chatty-KG: A Multi-Agent AI System for On-Demand Conversational Question Answering over Knowledge Graphs
by: Omar, Reham, et al.
Published: (2025)

Effects of Collaboration on the Performance of Interactive Theme Discovery Systems
by: Chen, Alvin Po-Chun, et al.
Published: (2024)

Large Language Models as Misleading Assistants in Conversation
by: Hou, Betty Li, et al.
Published: (2024)

Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries
by: Lee, Seanie, et al.
Published: (2024)

Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie Worksheets
by: Joshi, Harshit, et al.
Published: (2024)

TeamCMU at Touché: Adversarial Co-Evolution for Advertisement Integration and Detection in Conversational Search
by: Kim, To Eun, et al.
Published: (2025)

Doing More with Less: Data Augmentation for Sudanese Dialect Automatic Speech Recognition
by: Mansour, Ayman
Published: (2026)