Chien-Sheng Wu

63 papers · 2016–2025 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (6) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (9) 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (23) 🤝 Dynamic Duo (42) 👥 Mega-Team (23) 🧬 Topic Evolution 🏆 Keyword Champion 🗃️ Keyword Collector (268) ⚡ Prolific Year (11) ❓ The Questioner (6) 💎 Century Club (63) 📈 Trend Setter 🔥 Unstoppable (8)

Conferences

EMNLP (23) ACL (18) NAACL (10) ICLR (6) COLING (2) IJCNLP (2) CONLL (1) NIPS (1)

Top co-authors

Caiming Xiong (42) Philippe Laban (16) Pascale Fung (13) Alexander Fabbri (12) Wenhao Liu (12) Shafiq Joty (12) Andrea Madotto (10) Prafulla Kumar Choubey (10) Richard Socher (8) Xiangyu Peng (6)

Research topics

Keywords

large language model (9) text summarization (7) question answering (7) dialogue system (5) text generation (5) retrieval-augmented generation (4) summarization evaluation (4) dialogue state tracking (4) natural language inference (4) transfer learning (4) few-shot learning (4) automatic evaluation (3) representation learning (3) knowledge base (3) multi-task learning (3) task-oriented dialogue (3) self-supervised learning (3) question generation (3) evaluation benchmark (3) emotion recognition (2)

Papers

Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents ACL 2025

Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback ACL 2025

SiReRAG: Indexing Similar and Related Information for Multihop Reasoning ICLR 2025

BingoGuard: LLM Content Moderation Tools with Risk Levels ICLR 2025

Evaluating Cultural and Social Awareness of LLM Web Agents NAACL 2025

Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025

Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage NAACL 2025

CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments NAACL 2025

ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement ICLR 2025

Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025

ReIFE: Re-evaluating Instruction-Following Evaluation NAACL 2025

Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024

Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems EMNLP 2024

Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles NAACL 2024

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024

Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries EMNLP 2023

Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation EMNLP 2023

SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization EMNLP 2023

Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning ACL 2023

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation ACL 2023

SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages ACL 2023

Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization ACL 2023

CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization ACL 2023

Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning ICLR 2023

Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems EMNLP 2023

INTELMO: Enhancing Models’ Adoption of Interactive Interfaces EMNLP 2023

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022

DialFact: A Benchmark for Fact-Checking in Dialogue ACL 2022

QAConv: Question Answering on Informative Conversations ACL 2022

Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets EMNLP 2022

Conformal Predictor for Improving Zero-Shot Text Classification Efficiency EMNLP 2022

Improving Factual Consistency in Summarization with Compression-Based Post-Editing EMNLP 2022

Discord Questions: A Computational Approach To Diversity Analysis in News Coverage EMNLP 2022

Numerical Correlation in Text EMNLP 2022

QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization NAACL 2022

Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation NAACL 2022

Exploring Neural Models for Query-Focused Summarization NAACL 2022

MixQG: Neural Question Generation with Mixed Answer Types NAACL 2022

Controllable Abstractive Dialogue Summarization with Sketch Supervision ACL 2021

GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing ICLR 2021

Controllable Abstractive Dialogue Summarization with Sketch Supervision IJCNLP 2021

Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading EMNLP 2020

TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue EMNLP 2020

Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking COLING 2020

Improving Limited Labeled Dialogue State Tracking with Self-Supervision EMNLP 2020

A Simple Language Model for Task-Oriented Dialogue NIPS 2020

Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ACL 2020

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference EMNLP 2020

Probing Task-Oriented Dialogue Representation from Language Models EMNLP 2020

Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning EMNLP 2019

Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences CONLL 2019

Global-to-local Memory Pointer Networks for Task-Oriented Dialogue ICLR 2019

Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems ACL 2019

Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning IJCNLP 2019

Personalizing Dialogue Agents via Meta-Learning ACL 2019

Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training EMNLP 2018

Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning ACL 2018

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems ACL 2018

Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging EMNLP 2018

Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ACL 2018

Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition COLING 2016

Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems EMNLP 2016