conftrace_

reasoning capability

99 papers

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Co-occurring keywords

large language model (13587) benchmark evaluation (1556) language model (4599) chain-of-thought reasoning (551) knowledge distillation (3725) question answering (2963) logical reasoning (310) chain of thought (285) reinforcement learning (4352) prompt engineering (1135)

Papers

Mirror-Consistency: Harnessing Inconsistency in Majority Voting EMNLP 2024
Towards Benchmarking Situational Awareness of Large Language Models:Comprehensive Benchmark, Evaluation and Analysis EMNLP 2024
Chain-of-Thought Reasoning Without Prompting NIPS 2024
What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models CVPR 2024
Trace-of-Thought Prompting: Investigating Prompt-Based Knowledge Distillation Through Question Decomposition ACL 2024
Thinking about how to extract: Energizing LLMs’ emergence capabilities for document-level event argument extraction ACL 2024
PUB: A Pragmatics Understanding Benchmark for Assessing LLMs’ Pragmatics Capabilities ACL 2024
Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation EMNLP 2024
On Functional Competence of LLMs for Linguistic Disambiguation EMNLP 2024
“Let’s Argue Both Sides”: Argument Generation Can Force Small Models to Utilize Previously Inaccessible Reasoning Capabilities EMNLP 2024
MMLU-SR: A Benchmark for Stress-Testing Reasoning Capability of Large Language Models EMNLP 2024
The Mystery of the Pathological Path-star Task for Language Models EMNLP 2024
Large Language Models are Limited in Out-of-Context Knowledge Reasoning EMNLP 2024
CK12: A Rounded K12 Knowledge Graph Based Benchmark for Chinese Holistic Cognition Evaluation AAAI 2024
Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast NIPS 2024
ConvBench: A Multi-Turn Conversation Evaluation Benchmark with Hierarchical Ablation Capability for Large Vision-Language Models NIPS 2024
Logical Implications for Visual Question Answering Consistency CVPR 2023
Distilling Reasoning Capabilities into Smaller Language Models ACL 2023
Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction ACL 2023
End-to-end Algorithm Synthesis with Recurrent Networks: Extrapolation without Overthinking NIPS 2022
Generative Context Pair Selection for Multi-hop Question Answering EMNLP 2021
MuTual: A Dataset for Multi-Turn Dialogue Reasoning ACL 2020
A survey on Recognizing Textual Entailment as an NLP Evaluation EMNLP 2020
Towards Debiasing Fact Verification Models EMNLP 2019