← Authors

Tianqing Fang

37 papers · 2021–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (5) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (71) πŸ† Keyword Champion (2) 🧬 Topic Evolution 🀝 Dynamic Duo (29) πŸ—ƒοΈ Keyword Collector (164) πŸ“ˆ Trend Setter πŸ’Ž Century Club (36) πŸ”₯ Unstoppable (5) ❓ The Questioner ⚑ Prolific Year (11)

Conferences

EMNLP (16) ACL (10) EACL (4) NAACL (4) ICLR (1) IJCNLP (1) SEMEVAL (1)

Top co-authors

Yangqiu Song (29) Hongming Zhang (17) Weiqi Wang (15) Zhaowei Wang (10) Xin Liu (9) Baixuan Xu (8) Dong Yu (7) Wenxuan Ding (6) Haochen Shi (5) Zhisong Zhang (5)

Keywords

large language model (15) commonsense reasoning (9) zero-shot learning (7) knowledge distillation (6) language model (4) knowledge base (4) question answering (4) web agent (3) text classification (3) pre-trained language model (3) knowledge graph (3) commonsense question answering (2) pretrained language model (2) reinforcement learning (2) social bia (2) synthetic datum (2) toxicity detection (2) graph embedding (2) natural language inference (2) clinical trial (2)

Papers

WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms EACL 2026
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions EMNLP 2025
Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction NAACL 2025
WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback EMNLP 2025
DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes EMNLP 2025
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization ACL 2025
ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning ACL 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025
WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025
Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models ACL 2025
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning ACL 2024
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024
ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases EACL 2024
Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations EACL 2024
On-the-fly Denoising for Data Augmentation in Natural Language Understanding EACL 2024
AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph NAACL 2024
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning NAACL 2024
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation ACL 2024
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning ICLR 2024
Doolittle: Benchmarks and Corpora for Academic Writing Formalization EMNLP 2023
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective ACL 2023
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning ACL 2023
KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification ACL 2023
StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding EMNLP 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection EMNLP 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023
KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification SEMEVAL 2023
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022
Weakly Supervised Text Classification using Supervision Signals from a Language Model NAACL 2022
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population EMNLP 2022
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller EMNLP 2022
Probing Toxic Content in Large Pre-Trained Language Models ACL 2021
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021
Probing Toxic Content in Large Pre-Trained Language Models IJCNLP 2021