Ben Zhou
29 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)
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Renaissance Researcher
(5)
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Conference Polyglot
(6)
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Academic Marathon
(7)
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Dynamic Duo
(18)
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Mega-Team
(34)
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Topic Evolution
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Century Club
(27)
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The Questioner
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Prolific Year
(6)
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Keyword Collector
(122)
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Unstoppable
(8)
Conferences
EMNLP (9)
NAACL (9)
ACL (7)
AAAI (1)
EACL (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(5)
language model
(3)
temporal reasoning
(3)
reinforcement learning
(3)
ai safety
(3)
commonsense reasoning
(3)
multimodal learning
(3)
question answering
(2)
event duration
(2)
pre-trained language model
(2)
event extraction
(2)
information extraction
(2)
incidental supervision
(2)
zero-shot learning
(2)
coreference resolution
(2)
vision-language model
(2)
temporal commonsense
(2)
data augmentation
(1)
structured prediction
(1)
natural language inference
(1)
Papers
Toward Controllable and Trustworthy LLM Reasoning: From Failure Mapping to Cognition-inspired Control and Real-world Impact
AAAI 2026
Reliable Use of Lemmas via Eligibility Reasoning and Section-Aware Reinforcement Learning
ACL 2026
Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation
EMNLP 2025
V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning
ACL 2025
ThinkTuning: Instilling Cognitive Reflections without Distillation
EMNLP 2025
QA‐LIGN: Aligning LLMs through Constitutionally Decomposed QA
EMNLP 2025
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models
ICLR 2025
ToW: Thoughts of Words Improve Reasoning in Large Language Models
NAACL 2025
Enhancing LLM Capabilities Beyond Scaling Up
EMNLP 2024
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?
NAACL 2024
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations
NAACL 2024
Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking
NAACL 2024
Indirectly Supervised Natural Language Processing
ACL 2023
Generic Temporal Reasoning with Differential Analysis and Explanation
ACL 2023
End-to-End Chinese Speaker Identification
NAACL 2022
There’s a Time and Place for Reasoning Beyond the Image
ACL 2022
A Meta-framework for Spatiotemporal Quantity Extraction from Text
ACL 2022
New Frontiers of Information Extraction
NAACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios
NAACL 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts
EMNLP 2022
Cross-lingual Entity Alignment with Incidental Supervision
EACL 2021
Temporal Reasoning on Implicit Events from Distant Supervision
NAACL 2021
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System
NAACL 2021
Temporal Common Sense Acquisition with Minimal Supervision
ACL 2020
Evaluating Models’ Local Decision Boundaries via Contrast Sets
EMNLP 2020
“Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding
IJCNLP 2019
“Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding
EMNLP 2019
Zero-Shot Open Entity Typing as Type-Compatible Grounding
EMNLP 2018
CogCompTime: A Tool for Understanding Time in Natural Language
EMNLP 2018