Ben Zhou
28 papers · 2018–2026 · 6 venues · across top CS/AI venues
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temporal reasoning
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information extraction
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pre-trained language model
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commonsense reasoning
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coreference resolution
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incidental supervision
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Papers
Reliable Use of Lemmas via Eligibility Reasoning and Section-Aware Reinforcement Learning
ACL 2026
Toward Controllable and Trustworthy LLM Reasoning: From Failure Mapping to Cognition-inspired Control and Real-world Impact
AAAI 2026
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models
ICLR 2025
Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation
EMNLP 2025
QA‐LIGN: Aligning LLMs through Constitutionally Decomposed QA
EMNLP 2025
ThinkTuning: Instilling Cognitive Reflections without Distillation
EMNLP 2025
ToW: Thoughts of Words Improve Reasoning in Large Language Models
NAACL 2025
V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning
ACL 2025
Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking
NAACL 2024
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?
NAACL 2024
Enhancing LLM Capabilities Beyond Scaling Up
EMNLP 2024
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations
NAACL 2024
Generic Temporal Reasoning with Differential Analysis and Explanation
ACL 2023
Indirectly Supervised Natural Language Processing
ACL 2023
A Meta-framework for Spatiotemporal Quantity Extraction from Text
ACL 2022
End-to-End Chinese Speaker Identification
NAACL 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts
EMNLP 2022
New Frontiers of Information Extraction
NAACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios
NAACL 2022
There’s a Time and Place for Reasoning Beyond the Image
ACL 2022
Cross-lingual Entity Alignment with Incidental Supervision
EACL 2021
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System
NAACL 2021
Temporal Reasoning on Implicit Events from Distant Supervision
NAACL 2021
Evaluating Models’ Local Decision Boundaries via Contrast Sets
EMNLP 2020
Temporal Common Sense Acquisition with Minimal Supervision
ACL 2020
“Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding
EMNLP 2019
CogCompTime: A Tool for Understanding Time in Natural Language
EMNLP 2018
Zero-Shot Open Entity Typing as Type-Compatible Grounding
EMNLP 2018