Chen Zhao

74 papers A* 10Journal 41Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analyzing Diffusion and Autoregressive Vision Language Models in Multimodal Embedding Space.
CoRR
Zihang Wang, Siyue Zhang, Yilun Zhao, Jingyi Yang, Tingyu Song, Anh Tuan Luu, Chen Zhao
2026 J jnl
Deconstructing Multimodal Mathematical Reasoning: Towards a Unified Perception-Alignment-Reasoning Paradigm.
CoRR
Tianyu Yang, Sihong Wu, Yilun Zhao, Zhenwen Liang, Lisen Dai, Chen Zhao, Minhao Cheng, Arman Cohan, Xiangliang Zhang
2026 J jnl
Factuality on Demand: Controlling the Factuality-Informativeness Trade-off in Text Generation.
CoRR
Ziwei Gong, Yanda Chen, Julia Hirschberg, Chen Zhao, He He, Zhou Yu, Kathleen R. McKeown
2026 J jnl
SAGE: Benchmarking and Improving Retrieval for Deep Research Agents.
CoRR
Tiansheng Hu, Yilun Zhao, Canyu Zhang, Arman Cohan, Chen Zhao
2025 — conf
Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math Reasoning.
NAACL (Long Papers)
Yilun Zhao, Guo Gan, Chen Zhao, Arman Cohan
2025 A* conf
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective.
EMNLP
Siyue Zhang, Yilun Zhao, Liyuan Geng, Arman Cohan, Anh Tuan Luu, Chen Zhao
2025 J jnl
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective.
CoRR
Siyue Zhang, Yilun Zhao, Liyuan Geng, Arman Cohan, Anh Tuan Luu, Chen Zhao
2025 — conf
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering.
EMNLP (Findings)
Yitao Long, Tiansheng Hu, Yilun Zhao, Arman Cohan, Chen Zhao
2025 J jnl
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering.
CoRR
Yitao Long, Tiansheng Hu, Yilun Zhao, Arman Cohan, Chen Zhao
2025 A* conf
FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain.
EMNLP
Tiansheng Hu, Tongyan Hu, Liuyang Bai, Yilun Zhao, Arman Cohan, Chen Zhao
2025 J jnl
FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain.
CoRR
Tiansheng Hu, Tongyan Hu, Liuyang Bai, Yilun Zhao, Arman Cohan, Chen Zhao
2025 — conf
Inter-Passage Verification for Multi-evidence Multi-answer QA.
ACL (Findings)
Bingsen Chen, Shenji Wan, Xi Ye, Chen Zhao
2025 J jnl
Inter-Passage Verification for Multi-evidence Multi-answer QA.
CoRR
Bingsen Chen, Shengjie Wang, Xi Ye, Chen Zhao
2025 A* conf
LimRank: Less is More for Reasoning-Intensive Information Reranking.
EMNLP
Tingyu Song, Yilun Zhao, Siyue Zhang, Chen Zhao, Arman Cohan
2025 J jnl
LimRank: Less is More for Reasoning-Intensive Information Reranking.
CoRR
Tingyu Song, Yilun Zhao, Siyue Zhang, Chen Zhao, Arman Cohan
2025 — conf
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search.
EMNLP (Findings)
Yunhai Hu, Yilun Zhao, Chen Zhao, Arman Cohan
2025 J jnl
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search.
CoRR
Yunhai Hu, Yilun Zhao, Chen Zhao, Arman Cohan
2025 A* conf
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding.
CVPR
Yilun Zhao, Haowei Zhang, Lujing Xie, Tongyan Hu, Guo Gan, Yitao Long, Zhiyuan Hu, Weiyuan Chen, Chuhan Li, Zhijian Xu, Chengye Wang, Ziyao Shangguan, Zhenwen Liang, Yixin Liu, Chen Zhao, Arman Cohan
2025 J jnl
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding.
CoRR
Yilun Zhao, Lujing Xie, Haowei Zhang, Guo Gan, Yitao Long, Zhiyuan Hu, Tongyan Hu, Weiyuan Chen, Chuhan Li, Junyang Song, Zhijian Xu, Chengye Wang, Weifeng Pan, Ziyao Shangguan, Xiangru Tang, Zhenwen Liang, Yixin Liu, Chen Zhao, Arman Cohan
2025 — conf
MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering.
EMNLP (Findings)
Siyue Zhang, Yuxiang Xue, Yiming Zhang, Xiaobao Wu, Anh Tuan Luu, Chen Zhao
2025 J jnl
MRMR: A Realistic and Expert-Level Multidisciplinary Benchmark for Reasoning-Intensive Multimodal Retrieval.
CoRR
Siyue Zhang, Yuan Gao, Xiao Zhou, Yilun Zhao, Tingyu Song, Arman Cohan, Anh Tuan Luu, Chen Zhao
2025 J jnl
PHYSICS: Benchmarking Foundation Models on University-Level Physics Problem Solving.
CoRR
Kaiyue Feng, Yilun Zhao, Yixin Liu, Tianyu Yang, Chen Zhao, John Sous, Arman Cohan
2025 — conf
Physics: Benchmarking Foundation Models on University-Level Physics Problem Solving.
ACL (Findings)
Kaiyue Feng, Yilun Zhao, Yixin Liu, Tianyu Yang, Chen Zhao, John Sous, Arman Cohan
2025 J jnl
PuzzlePlex: Benchmarking Foundation Models on Reasoning and Planning with Puzzles.
CoRR
Yitao Long, Yuru Jiang, Hongjun Liu, Yilun Zhao, Jingchen Sun, Yiqiu Shen, Chen Zhao, Arman Cohan, Dennis Shasha
2025 J jnl
Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification.
CoRR
Anqi Zhang, Yulin Chen, Jane Pan, Chen Zhao, Aurojit Panda, Jinyang Li, He He
2025 J jnl
SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and Editing.
CoRR
Hongjun Liu, Yilun Zhao, Arman Cohan, Chen Zhao
2025 J jnl
SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks.
CoRR
Yilun Zhao, Kaiyan Zhang, Tiansheng Hu, Sihong Wu, Ronan Le Bras, Taira Anderson, Jonathan Bragg, Joseph Chee Chang, Jesse Dodge, Matt Latzke, Yixin Liu, Charles McGrady, Xiangru Tang, Zihang Wang, Chen Zhao, Hannaneh Hajishirzi, Doug Downey, Arman Cohan
2025 — conf
SciSketch: An Open-source Framework for Automated Schematic Diagram Generation in Scientific Papers.
EMNLP (System Demonstrations)
Zihang Wang, Yilun Zhao, Kaiyan Zhang, Chen Zhao, Manasi Patwardhan, Arman Cohan
2025 A* conf
SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering.
EMNLP
Kaiyue Feng, Siyue Zhang, Bingsen Chen, Yilun Zhao, Chen Zhao
2025 J jnl
Superclass-Guided Representation Disentanglement for Spurious Correlation Mitigation.
CoRR
Chenruo Liu, Hongjun Liu, Zeyu Lai, Yiqiu Shen, Chen Zhao, Qi Lei
2024 J jnl
: Visualization of AI-Assisted Task Guidance in AR.
IEEE Trans. Vis. Comput. Graph.
Sonia Castelo, João Rulff, Erin McGowan, Bea Steers, Guande Wu, Shaoyu Chen, Irán R. Román, Roque Lopez, Ethan Brewer, Chen Zhao, Jing Qian, Kyunghyun Cho, He He, Qi Sun, Huy T. Vo, Juan Pablo Bello, Michael Krone, Cláudio T. Silva
2024 — conf
BURExtract-Llama: An LLM for Clinical Concept Extraction in Breast Ultrasound Reports.
MCHM@MM
Yuxuan Chen, Haoyan Yang, Hengkai Pan, Fardeen Siddiqui, Antonio Verdone, Qingyang Zhang, Sumit Chopra, Chen Zhao, Yiqiu Shen
2024 J jnl
BURExtract-Llama: An LLM for Clinical Concept Extraction in Breast Ultrasound Reports.
CoRR
Yuxuan Chen, Haoyan Yang, Hengkai Pan, Fardeen Siddiqui, Antonio Verdone, Qingyang Zhang, Sumit Chopra, Chen Zhao, Yiqiu Shen
2024 A* conf
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations.
ICML
Yanda Chen, Ruiqi Zhong, Narutatsu Ri, Chen Zhao, He He, Jacob Steinhardt, Zhou Yu, Kathleen R. McKeown
2024 J jnl
FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents.
CoRR
Yilun Zhao, Yitao Long, Yuru Jiang, Chengye Wang, Weiyuan Chen, Hongjun Liu, Yiming Zhang, Xiangru Tang, Chen Zhao, Arman Cohan
2024 A* conf
FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents.
EMNLP
Yilun Zhao, Yitao Long, Tintin Jiang, Chengye Wang, Weiyuan Chen, Hongjun Liu, Xiangru Tang, Yiming Zhang, Chen Zhao, Arman Cohan
2024 — conf
KnowledgeFMath: A Knowledge-Intensive Math Reasoning Dataset in Finance Domains.
ACL (1)
Yilun Zhao, Hongjun Liu, Yitao Long, Rui Zhang, Chen Zhao, Arman Cohan
2024 — conf
Large Language Models Help Humans Verify Truthfulness - Except When They Are Convincingly Wrong.
NAACL-HLT
Chenglei Si, Navita Goyal, Tongshuang Wu, Chen Zhao, Shi Feng, Hal Daumé III, Jordan L. Boyd-Graber
2024 J jnl
MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering.
CoRR
Zhang Siyue, Xue Yuxiang, Zhang Yiming, Wu Xiaobao, Luu Anh Tuan, Chen Zhao
2024 — conf
Parallel Structures in Pre-training Data Yield In-Context Learning.
ACL (1)
Yanda Chen, Chen Zhao, Zhou Yu, Kathleen R. McKeown, He He
2024 J jnl
Parallel Structures in Pre-training Data Yield In-Context Learning.
CoRR
Yanda Chen, Chen Zhao, Zhou Yu, Kathleen R. McKeown, He He
2024 — conf
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA.
EMNLP (Findings)
Siyue Zhang, Anh Tuan Luu, Chen Zhao
2024 J jnl
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA.
CoRR
Siyue Zhang, Anh Tuan Luu, Chen Zhao
2024 — conf
TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning.
ACL (1)
Yilun Zhao, Lyuhao Chen, Arman Cohan, Chen Zhao
2024 J jnl
Two Failures of Self-Consistency in the Multi-Step Reasoning of LLMs.
Trans. Mach. Learn. Res.
Angelica Chen, Jason Phang, Alicia Parrish, Vishakh Padmakumar, Chen Zhao, Samuel R. Bowman, Kyunghyun Cho
2024 — conf
Your Co-Workers Matter: Evaluating Collaborative Capabilities of Language Models in Blocks World.
ACL (Findings)
Guande Wu, Chen Zhao, Cláudio T. Silva, He He
2024 J jnl
Your Co-Workers Matter: Evaluating Collaborative Capabilities of Language Models in Blocks World.
CoRR
Guande Wu, Chen Zhao, Cláudio T. Silva, He He
2023 J jnl
ARGUS: Visualization of AI-Assisted Task Guidance in AR.
CoRR
Sonia Castelo, João Rulff, Erin McGowan, Bea Steers, Guande Wu, Shaoyu Chen, Irán R. Román, Roque Lopez, Ethan Brewer, Chen Zhao, Jing Qian, Kyunghyun Cho, He He, Qi Sun, Huy T. Vo, Juan Pablo Bello, Michael Krone, Cláudio T. Silva
2023 J jnl
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations.
CoRR
Yanda Chen, Ruiqi Zhong, Narutatsu Ri, Chen Zhao, He He, Jacob Steinhardt, Zhou Yu, Kathleen R. McKeown
2023 — conf
Getting MoRE out of Mixture of Language Model Reasoning Experts.
EMNLP (Findings)
Chenglei Si, Weijia Shi, Chen Zhao, Luke Zettlemoyer, Jordan L. Boyd-Graber
2023 J jnl
KnowledgeMath: Knowledge-Intensive Math Word Problem Solving in Finance Domains.
CoRR
Yilun Zhao, Hongjun Liu, Yitao Long, Rui Zhang, Chen Zhao, Arman Cohan
2023 J jnl
Large Language Models Help Humans Verify Truthfulness - Except When They Are Convincingly Wrong.
CoRR
Chenglei Si, Navita Goyal, Sherry Tongshuang Wu, Chen Zhao, Shi Feng, Hal Daumé III, Jordan L. Boyd-Graber
2023 J jnl
Mixture of Prompt Experts for Generalizable and Interpretable Question Answering.
CoRR
Chenglei Si, Weijia Shi, Chen Zhao, Luke Zettlemoyer, Jordan L. Boyd-Graber
2023 — conf
On the Relation between Sensitivity and Accuracy in In-Context Learning.
EMNLP (Findings)
Yanda Chen, Chen Zhao, Zhou Yu, Kathleen R. McKeown, He He
2023 — ed.
Proceedings of the 8th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2023, Toronto, Canada, July 13, 2023.
RepL4NLP@ACL
Burcu Can, Maximilian Mozes, Samuel Cahyawijaya, Naomi Saphra, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Chen Zhao, Isabelle Augenstein, Anna Rogers, Kyunghyun Cho, Edward Grefenstette, Lena Voita
2023 — conf
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations.
ACL (1)
Yilun Zhao, Chen Zhao, Linyong Nan, Zhenting Qi, Wenlin Zhang, Xiangru Tang, Boyu Mi, Dragomir Radev
2023 J jnl
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations.
CoRR
Yilun Zhao, Chen Zhao, Linyong Nan, Zhenting Qi, Wenlin Zhang, Xiangru Tang, Boyu Mi, Dragomir Radev
2023 J jnl
Two Failures of Self-Consistency in the Multi-Step Reasoning of LLMs.
CoRR
Angelica Chen, Jason Phang, Alicia Parrish, Vishakh Padmakumar, Chen Zhao, Samuel R. Bowman, Kyunghyun Cho
2022 J jnl
On the Relation between Sensitivity and Accuracy in In-context Learning.
CoRR
Yanda Chen, Chen Zhao, Zhou Yu, Kathleen R. McKeown, He He
2022 — conf
Re-Examining Calibration: The Case of Question Answering.
EMNLP (Findings)
Chenglei Si, Chen Zhao, Sewon Min, Jordan L. Boyd-Graber
2022 J jnl
Revisiting Calibration for Question Answering.
CoRR
Chenglei Si, Chen Zhao, Sewon Min, Jordan L. Boyd-Graber
2021 J jnl
Complex Factoid Question Answering with a Free-Text Knowledge Graph.
CoRR
Chen Zhao, Chenyan Xiong, Xin Qian, Jordan L. Boyd-Graber
2021 — conf
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation.
EMNLP (1)
Chen Zhao, Chenyan Xiong, Jordan L. Boyd-Graber, Hal Daumé III
2021 J jnl
Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation.
CoRR
Chen Zhao, Chenyan Xiong, Jordan L. Boyd-Graber, Hal Daumé III
2021 — conf
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval.
NAACL-HLT
Chen Zhao, Chenyan Xiong, Jordan L. Boyd-Graber, Hal Daumé III
2021 J jnl
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval.
CoRR
Chen Zhao, Chenyan Xiong, Jordan L. Boyd-Graber, Hal Daumé III
2021 — conf
What's in a Name? Answer Equivalence For Open-Domain Question Answering.
EMNLP (1)
Chenglei Si, Chen Zhao, Jordan L. Boyd-Graber
2021 J jnl
What's in a Name? Answer Equivalence For Open-Domain Question Answering.
CoRR
Chenglei Si, Chen Zhao, Jordan L. Boyd-Graber
2020 A* conf
Complex Factoid Question Answering with a Free-Text Knowledge Graph.
WWW
Chen Zhao, Chenyan Xiong, Xin Qian, Jordan L. Boyd-Graber
2020 — conf
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries.
EMNLP (Findings)
Tianze Shi, Chen Zhao, Jordan L. Boyd-Graber, Hal Daumé III, Lillian Lee
2020 J jnl
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries.
CoRR
Tianze Shi, Chen Zhao, Jordan L. Boyd-Graber, Hal Daumé III, Lillian Lee
2020 A* conf
Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention.
ICLR
Chen Zhao, Chenyan Xiong, Corby Rosset, Xia Song, Paul N. Bennett, Saurabh Tiwary
2018 A* conf
A dataset and baselines for sequential open-domain question answering.
EMNLP
Ahmed Elgohary, Chen Zhao, Jordan L. Boyd-Graber
2016 J jnl
Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion.
ACM Trans. Multim. Comput. Commun. Appl.
Yao Hu, Chen Zhao, Deng Cai, Xiaofei He, Xuelong Li