Bing Qin

216 papers · 2008–2026 · 11 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (41) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (11) 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (17) 🏠 Conference Loyalist (24) 🧬 Topic Evolution 🔬 Deep Specialist (11) 🏆 Keyword Champion (2) 🌱 Topic Pioneer 🤝 Dynamic Duo (108) 📈 Trend Setter 🚀 Conference Pioneer ⚡ Prolific Year (11) 🔥 Unstoppable (18) ❓ The Questioner (4) 🗃️ Keyword Collector (143) 💎 Century Club (212)

Conferences

ACL (69) EMNLP (60) COLING (24) AAAI (17) IJCAI (13) IJCNLP (13) NAACL (6) NIPS (6) CONLL (4) SEMEVAL (3) ICLR (1)

Top co-authors

Ting Liu (110) Xiaocheng Feng (58) Yanyan Zhao (36) Xiao Ding (34) Ming Liu (32) Duyu Tang (25) Xiachong Feng (18) Li Du (17) Wanxiang Che (16) Sendong Zhao (14)

Research topics

Generation (1) Cognitive Science (1)

Keywords

large language model (58) language model (11) knowledge distillation (11) text classification (9) question answering (9) pre-trained language model (9) reinforcement learning (8) in-context learning (8) attention mechanism (8) text generation (7) neural network (7) vision-language model (7) representation learning (7) benchmark evaluation (7) model compression (6) transfer learning (6) emotion recognition (6) few-shot learning (6) knowledge transfer (5) natural language processing (5)

Papers

LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning AAAI 2026

Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities AAAI 2026

CultureRL: Internalizing Cultural Principles in Large Language Models via Norm-Driven Reinforcement Learning AAAI 2026

CARE-Bench: A Benchmark of Diverse Client Simulations Guided by Expert Principles for Evaluating LLMs in Psychological Counseling AAAI 2026

Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning AAAI 2025

Beyond Fixed Length: Bucket Pre-training is All You Need IJCAI 2025

Improved Diffusion-based Generative Model with Better Adversarial Robustness ICLR 2025

Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter EMNLP 2025

From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems EMNLP 2025

Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch EMNLP 2025

AnRe: Analogical Replay for Temporal Knowledge Graph Forecasting ACL 2025

ExpeTrans: LLMs Are Experiential Transfer Learners ACL 2025

GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis ACL 2025

Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs ACL 2025

Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning ACL 2025

CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ACL 2025

Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency ACL 2025

Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering ACL 2025

One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025

Com2 : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models ACL 2025

Length Controlled Generation for Black-box LLMs ACL 2025

Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ACL 2025

Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns ACL 2025

FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging EMNLP 2025

Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025

AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender EMNLP 2025

How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025

Look Beyond Feeling: Unveiling Latent Needs from Implicit Expressions for Proactive Emotional Support EMNLP 2025

MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications EMNLP 2025

Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025

iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use EMNLP 2025

End-to-End Learnable Psychiatric Scale Guided Risky Post Screening for Depression Detection on Social Media EMNLP 2025

CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information COLING 2025

GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language Models COLING 2025

LLMs May Perform MCQA by Selecting the Least Incorrect Option COLING 2025

Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis COLING 2025

Towards Faithful Multi-step Reasoning through Fine-Grained Causal-aware Attribution Reasoning Distillation COLING 2025

Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation ACL 2025

From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities ACL 2025

Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution ACL 2025

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering ACL 2025

Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models ACL 2025

EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models ACL 2025

Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ACL 2025

Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection ACL 2025

Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems ACL 2025

CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025

Exploring Large Language Models for Effective Rumor Detection on Social Media NAACL 2025

Balancing Forget Quality and Model Utility: A Reverse KL-Divergence Knowledge Distillation Approach for Better Unlearning in LLMs NAACL 2025

MPO: Multilingual Safety Alignment via Reward Gap Optimization ACL 2025

Cross-Lingual Text-Rich Visual Comprehension: An Information Theory Perspective AAAI 2025

Investigating the Security Threat Arising from “Yes-No” Implicit Bias in Large Language Models AAAI 2025

Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues AAAI 2025

GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension IJCAI 2024

How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NIPS 2024

MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability NIPS 2024

Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration NIPS 2024

Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance NIPS 2024

Discrete Modeling via Boundary Conditional Diffusion Processes NIPS 2024

MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024

Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification AAAI 2024

From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery AAAI 2024

An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation ACL 2024

Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future ACL 2024

TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models ACL 2024

BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering ACL 2024

Planning Like Human: A Dual-process Framework for Dialogue Planning ACL 2024

Self-Evolving GPT: A Lifelong Autonomous Experiential Learner ACL 2024

SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models ACL 2024

Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models ACL 2024

Causal-Guided Active Learning for Debiasing Large Language Models ACL 2024

Improving In-Context Learning with Prediction Feedback for Sentiment Analysis ACL 2024

Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning ACL 2024

AS-ES Learning: Towards efficient CoT learning in small models ACL 2024

Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ACL 2024

Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning ACL 2024

Learning Fine-Grained Grounded Citations for Attributed Large Language Models ACL 2024

Decompose, Prioritize, and Eliminate: Dynamically Integrating Diverse Representations for Multimodal Named Entity Recognition COLING 2024

ESDM: Early Sensing Depression Model in Social Media Streams COLING 2024

Gradient Consistency-based Parameter Allocation for Multilingual Neural Machine Translation COLING 2024

RU22Fact: Optimizing Evidence for Multilingual Explainable Fact-Checking on Russia-Ukraine Conflict COLING 2024

SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models COLING 2024

Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation COLING 2024

BC-Prover: Backward Chaining Prover for Formal Theorem Proving EMNLP 2024

Advancing Large Language Model Attribution through Self-Improving EMNLP 2024

Aligning Translation-Specific Understanding to General Understanding in Large Language Models EMNLP 2024

Extending Context Window of Large Language Models from a Distributional Perspective EMNLP 2024

GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024

CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models EMNLP 2024

Towards Benchmarking Situational Awareness of Large Language Models:Comprehensive Benchmark, Evaluation and Analysis EMNLP 2024

Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models EMNLP 2024

Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding EMNLP 2024

SCIR-MT’s Submission for WMT24 General Machine Translation Task EMNLP 2024

Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation NIPS 2024

HIT-SCIR at WASSA 2023: Empathy and Emotion Analysis at the Utterance-Level and the Essay-Level ACL 2023

Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation IJCAI 2023

GTR: A Grafting-Then-Reassembling Framework for Dynamic Scene Graph Generation IJCAI 2023

Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation EMNLP 2023

In-context Learning for Few-shot Multimodal Named Entity Recognition EMNLP 2023

Make Your Decision Convincing! A Unified Two-Stage Framework: Self-Attribution and Decision-Making EMNLP 2023

Learning to Describe for Predicting Zero-shot Drug-Drug Interactions EMNLP 2023

An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations EMNLP 2023

C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health EMNLP 2023

Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate EMNLP 2023

Hierarchical Catalogue Generation for Literature Review: A Benchmark EMNLP 2023

Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing ACL 2023

Towards Higher Pareto Frontier in Multilingual Machine Translation ACL 2023

MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document EMNLP 2023

STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training AAAI 2023

Self-Supervised Logic Induction for Explainable Fuzzy Temporal Commonsense Reasoning AAAI 2023

Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment AAAI 2023

Enabling Unsupervised Neural Machine Translation with Word-level Visual Representations EMNLP 2023

Controllable Text Generation via Probability Density Estimation in the Latent Space ACL 2023

UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language ACL 2023

NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing ACL 2023

Improved Visual Story Generation with Adaptive Context Modeling ACL 2023

TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition ACL 2023

An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis ACL 2023

A Diffusion Model for Event Skeleton Generation ACL 2023

Don’t Lose Yourself! Empathetic Response Generation via Explicit Self-Other Awareness ACL 2023

Masked Language Models Know Which are Popular: A Simple Ranking Strategy for Commonsense Question Answering EMNLP 2022

MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conversations COLING 2022

MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization ACL 2022

Improving Controllable Text Generation with Position-Aware Weighted Decoding ACL 2022

A Graph Enhanced BERT Model for Event Prediction ACL 2022

Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors ACL 2022

e-CARE: a New Dataset for Exploring Explainable Causal Reasoning ACL 2022

A Survey on Dialogue Summarization: Recent Advances and New Frontiers IJCAI 2022

Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words COLING 2022

CogBERT: Cognition-Guided Pre-trained Language Models COLING 2022

SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance Detection COLING 2022

A Distributional Lens for Multi-Aspect Controllable Text Generation EMNLP 2022

Face-Sensitive Image-to-Emotional-Text Cross-modal Translation for Multimodal Aspect-based Sentiment Analysis EMNLP 2022

ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks EMNLP 2022

Unifying the Convergences in Multilingual Neural Machine Translation EMNLP 2022

STGN: an Implicit Regularization Method for Learning with Noisy Labels in Natural Language Processing EMNLP 2022

Distilled Dual-Encoder Model for Vision-Language Understanding EMNLP 2022

A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism EMNLP 2022

Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization IJCAI 2021

A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analysis IJCNLP 2021

Learning Event Graph Knowledge for Abductive Reasoning IJCNLP 2021

A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analysis ACL 2021

ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning IJCNLP 2021

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization IJCNLP 2021

Learning Event Graph Knowledge for Abductive Reasoning ACL 2021

Learning to Rewrite for Non-Autoregressive Neural Machine Translation EMNLP 2021

Neural Natural Logic Inference for Interpretable Question Answering EMNLP 2021

Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension EMNLP 2021

Retrieve, Discriminate and Rewrite: A Simple and Effective Framework for Obtaining Affective Response in Retrieval-Based Chatbots EMNLP 2021

ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning ACL 2021

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization ACL 2021

Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure COLING 2020

An Iterative Emotion Interaction Network for Emotion Recognition in Conversations COLING 2020

HIT-SCIR at SemEval-2020 Task 5: Training Pre-trained Language Model with Pseudo-labeling Data for Counterfactuals Detection COLING 2020

Revisiting Pre-Trained Models for Chinese Natural Language Processing EMNLP 2020

CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP 2020

Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification EMNLP 2020

HIT-SCIR at SemEval-2020 Task 5: Training Pre-trained Language Model with Pseudo-labeling Data for Counterfactuals Detection SEMEVAL 2020

Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning AAAI 2020

Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation AAAI 2020

How Does Selective Mechanism Improve Self-Attention Networks? ACL 2020

TableGPT: Few-shot Table-to-Text Generation with Table Structure Reconstruction and Content Matching COLING 2020

Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) IJCNLP 2019

Enhancing Neural Data-To-Text Generation Models with External Background Knowledge IJCNLP 2019

Cross-Lingual Machine Reading Comprehension IJCNLP 2019

Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text IJCNLP 2019

Cross-Lingual Machine Reading Comprehension EMNLP 2019

Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text EMNLP 2019

Learning to Ask Unanswerable Questions for Machine Reading Comprehension ACL 2019

Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) EMNLP 2019

Enhancing Neural Data-To-Text Generation Models with External Background Knowledge EMNLP 2019

Exploring Answer Stance Detection with Recurrent Conditional Attention AAAI 2019

Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer IJCAI 2018

Semantic Parsing with Syntax- and Table-Aware SQL Generation ACL 2018

Distilling Knowledge for Search-based Structured Prediction ACL 2018

Adaptive Multi-pass Decoder for Neural Machine Translation EMNLP 2018

Parsing Tweets into Universal Dependencies NAACL 2018

An AMR Aligner Tuned by Transition-based Parser EMNLP 2018

Topic-to-Essay Generation with Neural Networks IJCAI 2018

ContextCare: Incorporating Contextual Information Networks to Representation Learning on Medical Forum Data IJCAI 2017

Benben: A Chinese Intelligent Conversational Robot ACL 2017

Effective Deep Memory Networks for Distant Supervised Relation Extraction IJCAI 2017

-Search for Incremental Parsing IJCAI 2016

Exploring Segment Representations for Neural Segmentation Models IJCAI 2016

Aspect Level Sentiment Classification with Deep Memory Network EMNLP 2016

Effective LSTMs for Target-Dependent Sentiment Classification COLING 2016

English-Chinese Knowledge Base Translation with Neural Network COLING 2016

SemEval-2016 Task 5: Aspect Based Sentiment Analysis SEMEVAL 2016

A Language-Independent Neural Network for Event Detection ACL 2016

Learning Semantic Representations of Users and Products for Document Level Sentiment Classification ACL 2015

Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment ACL 2015

User Modeling with Neural Network for Review Rating Prediction IJCAI 2015

Document Modeling with Gated Recurrent Neural Network for Sentiment Classification EMNLP 2015

Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment IJCNLP 2015

Learning Semantic Representations of Users and Products for Document Level Sentiment Classification IJCNLP 2015

Transition-Based Syntactic Linearization NAACL 2015

Encoding World Knowledge in the Evaluation of Local Coherence NAACL 2015

Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification ACL 2014

Coooolll: A Deep Learning System for Twitter Sentiment Classification SEMEVAL 2014

A Joint Segmentation and Classification Framework for Sentiment Analysis EMNLP 2014

Learning Semantic Hierarchies via Word Embeddings ACL 2014

Triple based Background Knowledge Ranking for Document Enrichment COLING 2014

Sentence Compression for Target-Polarity Word Collocation Extraction COLING 2014

Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach COLING 2014

Exploiting Multiple Sources for Open-Domain Hypernym Discovery EMNLP 2013

Topical Key Concept Extraction from Folksonomy IJCNLP 2013

Building Chinese Event Type Paradigm Based on Trigger Clustering IJCNLP 2013

Microblog Entity Linking by Leveraging Extra Posts EMNLP 2013

Improving Web Search Ranking by Incorporating Structured Annotation of Queries EMNLP 2013

Collocation Polarity Disambiguation Using Web-based Pseudo Contexts CONLL 2012

Collocation Polarity Disambiguation Using Web-based Pseudo Contexts EMNLP 2012

Generating Chinese Named Entity Data from a Parallel Corpus IJCNLP 2011

Coreference Resolution System using Maximum Entropy Classifier CONLL 2011

Generalizing Syntactic Structures for Product Attribute Candidate Extraction NAACL 2010

Multilingual Dependency-based Syntactic and Semantic Parsing CONLL 2009

A Cascaded Syntactic and Semantic Dependency Parsing System CONLL 2008